LMR code.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "cvY-D-c0-Tqw"
      },
      "source": [
        "# Installation"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "execution": {
          "iopub.execute_input": "2023-10-12T12:30:36.325908Z",
          "iopub.status.busy": "2023-10-12T12:30:36.325269Z",
          "iopub.status.idle": "2023-10-12T12:32:01.263841Z",
          "shell.execute_reply": "2023-10-12T12:32:01.262718Z",
          "shell.execute_reply.started": "2023-10-12T12:30:36.325870Z"
        },
        "id": "9pY8uUltNrBy",
        "outputId": "6bf04a6d-a61b-4dec-b8ae-d8b17dd369b6",
        "trusted": true
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
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            "  Stored in directory: /root/.cache/pip/wheels/79/d6/e7/304e0e6cb2221022c26d8161f7c23cd4f259a9e41e8bbcfabd\n",
            "  Building wheel for langdetect (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for langdetect: filename=langdetect-1.0.9-py3-none-any.whl size=993224 sha256=e00609d9e4b78293066a8f2733a0304aa416204dbbd1c903d5a879d6c097a89e\n",
            "  Stored in directory: /root/.cache/pip/wheels/95/03/7d/59ea870c70ce4e5a370638b5462a7711ab78fba2f655d05106\n",
            "  Building wheel for pptree (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for pptree: filename=pptree-3.1-py3-none-any.whl size=4609 sha256=bc8446908add3a3539e366f0e7aca90180cf215c402a1b069b7ab9b24e12e66f\n",
            "  Stored in directory: /root/.cache/pip/wheels/9f/b6/0e/6f26eb9e6eb53ff2107a7888d72b5a6a597593956113037828\n",
            "Successfully built gdown mpld3 sqlitedict langdetect pptree\n",
            "Installing collected packages: sqlitedict, sentencepiece, pptree, mpld3, janome, segtok, safetensors, langdetect, jmespath, ftfy, deprecated, conllu, wikipedia-api, huggingface-hub, botocore, tokenizers, s3transfer, pytorch-revgrad, gdown, bpemb, accelerate, transformers, boto3, transformer-smaller-training-vocab, flair\n",
            "  Attempting uninstall: gdown\n",
            "    Found existing installation: gdown 4.6.6\n",
            "    Uninstalling gdown-4.6.6:\n",
            "      Successfully uninstalled gdown-4.6.6\n",
            "Successfully installed accelerate-0.24.0 boto3-1.28.70 botocore-1.31.70 bpemb-0.3.4 conllu-4.5.3 deprecated-1.2.14 flair-0.12.2 ftfy-6.1.1 gdown-4.4.0 huggingface-hub-0.17.3 janome-0.5.0 jmespath-1.0.1 langdetect-1.0.9 mpld3-0.3 pptree-3.1 pytorch-revgrad-0.2.0 s3transfer-0.7.0 safetensors-0.4.0 segtok-1.5.11 sentencepiece-0.1.99 sqlitedict-2.1.0 tokenizers-0.14.1 transformer-smaller-training-vocab-0.3.2 transformers-4.34.1 wikipedia-api-0.6.0\n"
          ]
        }
      ],
      "source": [
        "!pip install flair"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "execution": {
          "iopub.execute_input": "2023-10-12T12:32:01.266307Z",
          "iopub.status.busy": "2023-10-12T12:32:01.265959Z",
          "iopub.status.idle": "2023-10-12T12:32:06.430787Z",
          "shell.execute_reply": "2023-10-12T12:32:06.429685Z",
          "shell.execute_reply.started": "2023-10-12T12:32:01.266274Z"
        },
        "id": "F1FjpVJzptcT",
        "outputId": "4d949de5-7299-4ba2-9524-096601bcd6dc",
        "trusted": true
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Cloning into 'IDRISI'...\n",
            "remote: Enumerating objects: 1303, done.\u001b[K\n",
            "remote: Counting objects: 100% (210/210), done.\u001b[K\n",
            "remote: Compressing objects: 100% (153/153), done.\u001b[K\n",
            "remote: Total 1303 (delta 67), reused 160 (delta 51), pack-reused 1093\u001b[K\n",
            "Receiving objects: 100% (1303/1303), 28.50 MiB | 12.52 MiB/s, done.\n",
            "Resolving deltas: 100% (411/411), done.\n",
            "Updating files: 100% (294/294), done.\n"
          ]
        }
      ],
      "source": [
        "!git clone https://github.com/rsuwaileh/IDRISI.git"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "3tvfGnt7xgPf"
      },
      "source": [
        "# Pre-Processing"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {
        "execution": {
          "iopub.execute_input": "2023-10-12T12:32:06.432983Z",
          "iopub.status.busy": "2023-10-12T12:32:06.432608Z",
          "iopub.status.idle": "2023-10-12T12:32:06.447660Z",
          "shell.execute_reply": "2023-10-12T12:32:06.446670Z",
          "shell.execute_reply.started": "2023-10-12T12:32:06.432949Z"
        },
        "id": "k5p_u1gSNrB0",
        "trusted": true
      },
      "outputs": [],
      "source": [
        "import shutil\n",
        "\n",
        "\n",
        "path = \"/content/IDRISI/LMR/data\"\n",
        "\n",
        "events = [\"california_wildfires_2018\", \"canada_wildfires_2016\", \"cyclone_idai_2019\", \"ecuador_earthquake_2016\",\n",
        "          \"greece_wildfires_2018\", \"hurricane_dorian_2019\", \"hurricane_florence_2018\", \"hurricane_harvey_2017\",\n",
        "          \"hurricane_irma_2017\", \"hurricane_maria_2017\", \"hurricane_matthew_2016\", \"italy_earthquake_aug_2016\",\n",
        "          \"kaikoura_earthquake_2016\", \"kerala_floods_2018\", \"maryland_floods_2018\", \"midwestern_us_floods_2019\",\n",
        "          \"pakistan_earthquake_2019\", \"puebla_mexico_earthquake_2017\", \"srilanka_floods_2017\"]\n",
        "\n",
        "train_path_list = []\n",
        "test_path_list = []\n",
        "\n",
        "for typ in ['typeless']:\n",
        "    for case in ['random']:\n",
        "        for event in events:\n",
        "            in_path = path + \"/EN/gold-\" + case + \"-bilou/\" + event\n",
        "            train_path = in_path + \"/train.txt\"\n",
        "            test_path = in_path + \"/dev.txt\"\n",
        "            train_path_list.append(train_path)\n",
        "            test_path_list.append(test_path)\n",
        "\n",
        "# Saving the train file\n",
        "output_train_path = \"/content/TRAIN.txt\"\n",
        "\n",
        "with open(output_train_path, 'wb') as wfd:\n",
        "    for f in train_path_list:\n",
        "        with open(f, 'rb') as fd:\n",
        "            shutil.copyfileobj(fd, wfd)\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {
        "execution": {
          "iopub.execute_input": "2023-10-12T12:32:06.451581Z",
          "iopub.status.busy": "2023-10-12T12:32:06.451025Z",
          "iopub.status.idle": "2023-10-12T12:32:06.476688Z",
          "shell.execute_reply": "2023-10-12T12:32:06.475663Z",
          "shell.execute_reply.started": "2023-10-12T12:32:06.451550Z"
        },
        "id": "8RU6DU8GptWT",
        "trusted": true
      },
      "outputs": [],
      "source": [
        "import shutil\n",
        "\n",
        "path = \"/content/IDRISI/LMR/data\"\n",
        "\n",
        "events = [\"california_wildfires_2018\", \"canada_wildfires_2016\", \"cyclone_idai_2019\", \"ecuador_earthquake_2016\",\n",
        "          \"greece_wildfires_2018\", \"hurricane_dorian_2019\", \"hurricane_florence_2018\", \"hurricane_harvey_2017\",\n",
        "          \"hurricane_irma_2017\", \"hurricane_maria_2017\", \"hurricane_matthew_2016\", \"italy_earthquake_aug_2016\",\n",
        "          \"kaikoura_earthquake_2016\", \"kerala_floods_2018\", \"maryland_floods_2018\", \"midwestern_us_floods_2019\",\n",
        "          \"pakistan_earthquake_2019\", \"puebla_mexico_earthquake_2017\", \"srilanka_floods_2017\"]\n",
        "\n",
        "train_path_list = []\n",
        "test_path_list = []\n",
        "\n",
        "for typ in ['typeless']:\n",
        "    for case in ['random']:\n",
        "        for event in events:\n",
        "            in_path = path + \"/EN/gold-\" + case + \"-bilou/\" + event\n",
        "            train_path = in_path + \"/train.txt\"\n",
        "            test_path = in_path + \"/dev.txt\"\n",
        "            train_path_list.append(train_path)\n",
        "            test_path_list.append(test_path)\n",
        "\n",
        "# Saving the test file\n",
        "output_test_path = \"/content/TEST.txt\"\n",
        "\n",
        "with open(output_test_path, 'wb') as wfd:\n",
        "    for f in test_path_list:\n",
        "        with open(f, 'rb') as fd:\n",
        "            shutil.copyfileobj(fd, wfd)\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {
        "execution": {
          "iopub.execute_input": "2023-10-12T12:32:06.478862Z",
          "iopub.status.busy": "2023-10-12T12:32:06.478200Z",
          "iopub.status.idle": "2023-10-12T12:32:07.461488Z",
          "shell.execute_reply": "2023-10-12T12:32:07.460579Z",
          "shell.execute_reply.started": "2023-10-12T12:32:06.478829Z"
        },
        "id": "aQ0AtLpfDP4d",
        "trusted": true
      },
      "outputs": [],
      "source": [
        "import re\n",
        "list1=[]\n",
        "f = open(r\"/content/TRAIN.txt\", encoding=\"utf-8\")\n",
        "for x in f:\n",
        "    list1.append((x).strip('\\n'))\n",
        "\n",
        "\n",
        "list2=[]\n",
        "for x in list1:\n",
        "    if x=='':\n",
        "        list2.append(x)\n",
        "    else:\n",
        "        if x.split()[1]=='O':\n",
        "            list2.append(x)\n",
        "        else:\n",
        "            list2.append(x.replace(x.split()[1],x.split()[1].split('-')[0] + '-' + \"LOC\"))\n",
        "\n",
        "list3=[]\n",
        "for x in list2:\n",
        "    x=(re.sub(\"U-\", \"S-\", str(x)))\n",
        "    x=(re.sub(\"L-\", \"E-\", str(x)))\n",
        "    list3.append(x)\n",
        "\n",
        "with open(\"/content/ner.txt\", \"r\") as file:\n",
        "    lines = file.readlines()\n",
        "\n",
        "# Process each line from the 'ner.txt' file and make the annotaions the same.\n",
        "new_lines = []\n",
        "for i in range(len(lines)):\n",
        "    # Split the line into words and labels\n",
        "    line = lines[i]\n",
        "    words = line.split()\n",
        "    if len(words) != 2:\n",
        "        new_lines.append(line)\n",
        "    else:\n",
        "        word, label = words\n",
        "        if label == \"B-geo-loc\":\n",
        "            if (i+1!=len(lines)):\n",
        "                nxt_words = lines[i+1].split()\n",
        "                if len(nxt_words) != 2:\n",
        "                    new_lines.append(word+\" S-LOC\")\n",
        "                    continue\n",
        "                nxt_word, nxt_label = nxt_words\n",
        "                if (nxt_label!=\"I-geo-loc\"):\n",
        "                    new_lines.append(word+\" S-LOC\")\n",
        "                else:\n",
        "                    new_lines.append(word+\" B-LOC\")\n",
        "            else:\n",
        "                new_lines.append(word+\" S-LOC\")\n",
        "        elif label == \"I-geo-loc\":\n",
        "            if (i+1!=len(lines)):\n",
        "                nxt_words = lines[i+1].split()\n",
        "                if len(nxt_words) != 2:\n",
        "                    new_lines.append(word+\" E-LOC\")\n",
        "                    continue\n",
        "                nxt_word, nxt_label = nxt_words\n",
        "                if (nxt_label!=\"I-geo-loc\"):\n",
        "                    new_lines.append(word+\" E-LOC\")\n",
        "                else:\n",
        "                    new_lines.append(word+\" I-LOC\")\n",
        "            else:\n",
        "                new_lines.append(word+\" E-LOC\")\n",
        "        else:\n",
        "            new_lines.append(word+ \" O\")\n",
        "\n",
        "\n",
        "list3+=new_lines\n",
        "\n",
        "with open(r'/content/TRAIN_final.txt', 'w', encoding=\"utf-8\") as f:\n",
        "    for line in list3:\n",
        "        f.write(f\"{line}\\n\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "execution": {
          "iopub.execute_input": "2023-10-12T12:32:07.463185Z",
          "iopub.status.busy": "2023-10-12T12:32:07.462875Z",
          "iopub.status.idle": "2023-10-12T12:32:07.469767Z",
          "shell.execute_reply": "2023-10-12T12:32:07.468898Z",
          "shell.execute_reply.started": "2023-10-12T12:32:07.463154Z"
        },
        "id": "v9dcWd2eNrB3",
        "outputId": "4e0430d2-75dd-44ec-a5e1-c6c34d544a70",
        "trusted": true
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "426631"
            ]
          },
          "execution_count": 8,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "len(list3)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {
        "execution": {
          "iopub.execute_input": "2023-10-12T12:32:07.471643Z",
          "iopub.status.busy": "2023-10-12T12:32:07.471119Z",
          "iopub.status.idle": "2023-10-12T12:32:07.635989Z",
          "shell.execute_reply": "2023-10-12T12:32:07.635064Z",
          "shell.execute_reply.started": "2023-10-12T12:32:07.471598Z"
        },
        "id": "y5lOJiphEwHk",
        "trusted": true
      },
      "outputs": [],
      "source": [
        "list1=[]\n",
        "f = open(r\"/content/TEST.txt\", encoding=\"utf-8\")\n",
        "for x in f:\n",
        "    list1.append((x).strip('\\n'))\n",
        "\n",
        "list2=[]\n",
        "for x in list1:\n",
        "    if x=='':\n",
        "        list2.append(x)\n",
        "    else:\n",
        "        if x.split()[1]=='O':\n",
        "            list2.append(x)\n",
        "        else:\n",
        "            list2.append(x.replace(x.split()[1],x.split()[1].split('-')[0] + '-' + \"LOC\"))\n",
        "\n",
        "list3=[]\n",
        "import re\n",
        "for x in list2:\n",
        "    x=(re.sub(\"U-\", \"S-\", str(x)))\n",
        "    x=(re.sub(\"L-\", \"E-\", str(x)))\n",
        "    list3.append(x)\n",
        "\n",
        "\n",
        "\n",
        "with open(r'/content/TEST_final.txt', 'w', encoding=\"utf-8\") as f:\n",
        "    for line in list3:\n",
        "        f.write(f\"{line}\\n\")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "lpYEplQJ-Rwf"
      },
      "source": [
        "# Modeling- Flair"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "execution": {
          "iopub.execute_input": "2023-10-12T12:32:07.638235Z",
          "iopub.status.busy": "2023-10-12T12:32:07.637556Z",
          "iopub.status.idle": "2023-10-12T12:32:48.083032Z",
          "shell.execute_reply": "2023-10-12T12:32:48.082094Z",
          "shell.execute_reply.started": "2023-10-12T12:32:07.638199Z"
        },
        "id": "L5CYcKHX-tP_",
        "outputId": "67a2464a-d82e-4920-ef8c-e674c6a7073e",
        "trusted": true
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2023-10-25 09:45:21,230 Reading data from /content/data\n",
            "2023-10-25 09:45:21,235 Train: /content/TRAIN_final.txt\n",
            "2023-10-25 09:45:21,236 Dev: /content/TEST_final.txt\n",
            "2023-10-25 09:45:21,240 Test: /content/TEST_final.txt\n"
          ]
        }
      ],
      "source": [
        "from flair.data import Corpus\n",
        "from flair.datasets import ColumnCorpus\n",
        "columns = {0: 'text', 1: 'ner'}\n",
        "corpus: Corpus = ColumnCorpus('/content/data',columns,\n",
        "                              train_file='/content/TRAIN_final.txt',\n",
        "                              dev_file='/content/TEST_final.txt',\n",
        "                              test_file='/content/TEST_final.txt')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000,
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            "00523af7bd694067b26206c1c64eeb32",
            "59f4898824b04b6a8ce5bf21d2bb19a1"
          ]
        },
        "execution": {
          "iopub.execute_input": "2023-10-12T12:32:48.085207Z",
          "iopub.status.busy": "2023-10-12T12:32:48.084432Z",
          "iopub.status.idle": "2023-10-12T14:46:24.798254Z",
          "shell.execute_reply": "2023-10-12T14:46:24.797380Z",
          "shell.execute_reply.started": "2023-10-12T12:32:48.085169Z"
        },
        "id": "TGKaCjj9-6-R",
        "outputId": "0722069b-9358-4afa-b44a-2d3d1c1e49d0",
        "trusted": true
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2023-10-25 09:46:01,440 Computing label dictionary. Progress:\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "16786it [00:00, 43215.78it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2023-10-25 09:46:01,876 Dictionary created for label 'ner' with 2 values: LOC (seen 15639 times)\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
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            "\n"
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        },
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          "text": [
            "2023-10-25 09:46:28,616 SequenceTagger predicts: Dictionary with 5 tags: O, S-LOC, B-LOC, E-LOC, I-LOC\n",
            "2023-10-25 09:46:28,634 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 09:46:28,637 Model: \"SequenceTagger(\n",
            "  (embeddings): TransformerWordEmbeddings(\n",
            "    (model): DebertaV2Model(\n",
            "      (embeddings): DebertaV2Embeddings(\n",
            "        (word_embeddings): Embedding(128002, 1024)\n",
            "        (LayerNorm): LayerNorm((1024,), eps=1e-07, elementwise_affine=True)\n",
            "        (dropout): StableDropout()\n",
            "      )\n",
            "      (encoder): DebertaV2Encoder(\n",
            "        (layer): ModuleList(\n",
            "          (0-23): 24 x DebertaV2Layer(\n",
            "            (attention): DebertaV2Attention(\n",
            "              (self): DisentangledSelfAttention(\n",
            "                (query_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
            "                (key_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
            "                (value_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
            "                (pos_dropout): StableDropout()\n",
            "                (dropout): StableDropout()\n",
            "              )\n",
            "              (output): DebertaV2SelfOutput(\n",
            "                (dense): Linear(in_features=1024, out_features=1024, bias=True)\n",
            "                (LayerNorm): LayerNorm((1024,), eps=1e-07, elementwise_affine=True)\n",
            "                (dropout): StableDropout()\n",
            "              )\n",
            "            )\n",
            "            (intermediate): DebertaV2Intermediate(\n",
            "              (dense): Linear(in_features=1024, out_features=4096, bias=True)\n",
            "              (intermediate_act_fn): GELUActivation()\n",
            "            )\n",
            "            (output): DebertaV2Output(\n",
            "              (dense): Linear(in_features=4096, out_features=1024, bias=True)\n",
            "              (LayerNorm): LayerNorm((1024,), eps=1e-07, elementwise_affine=True)\n",
            "              (dropout): StableDropout()\n",
            "            )\n",
            "          )\n",
            "        )\n",
            "        (rel_embeddings): Embedding(512, 1024)\n",
            "        (LayerNorm): LayerNorm((1024,), eps=1e-07, elementwise_affine=True)\n",
            "      )\n",
            "    )\n",
            "  )\n",
            "  (locked_dropout): LockedDropout(p=0.5)\n",
            "  (embedding2nn): Linear(in_features=1024, out_features=1024, bias=True)\n",
            "  (linear): Linear(in_features=1024, out_features=5, bias=True)\n",
            "  (loss_function): CrossEntropyLoss()\n",
            ")\"\n",
            "2023-10-25 09:46:28,639 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 09:46:28,642 Corpus: \"Corpus: 16786 train + 2056 dev + 2056 test sentences\"\n",
            "2023-10-25 09:46:28,644 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 09:46:28,646 Parameters:\n",
            "2023-10-25 09:46:28,648  - learning_rate: \"0.000005\"\n",
            "2023-10-25 09:46:28,650  - mini_batch_size: \"8\"\n",
            "2023-10-25 09:46:28,652  - patience: \"3\"\n",
            "2023-10-25 09:46:28,654  - anneal_factor: \"0.5\"\n",
            "2023-10-25 09:46:28,656  - max_epochs: \"3\"\n",
            "2023-10-25 09:46:28,658  - shuffle: \"True\"\n",
            "2023-10-25 09:46:28,660  - train_with_dev: \"False\"\n",
            "2023-10-25 09:46:28,662  - batch_growth_annealing: \"False\"\n",
            "2023-10-25 09:46:28,676 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 09:46:28,677 Model training base path: \"winner\"\n",
            "2023-10-25 09:46:28,679 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 09:46:28,681 Device: cuda:0\n",
            "2023-10-25 09:46:28,684 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 09:46:28,687 Embeddings storage mode: none\n",
            "2023-10-25 09:46:28,689 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 09:52:48,786 epoch 1 - iter 209/2099 - loss 0.18616085 - time (sec): 380.09 - samples/sec: 102.01 - lr: 0.000005\n",
            "2023-10-25 09:59:05,019 epoch 1 - iter 418/2099 - loss 0.10871722 - time (sec): 756.33 - samples/sec: 109.67 - lr: 0.000005\n",
            "2023-10-25 10:04:55,378 epoch 1 - iter 627/2099 - loss 0.08699965 - time (sec): 1106.69 - samples/sec: 116.18 - lr: 0.000005\n",
            "2023-10-25 10:10:43,940 epoch 1 - iter 836/2099 - loss 0.08038558 - time (sec): 1455.25 - samples/sec: 118.38 - lr: 0.000005\n",
            "2023-10-25 10:16:24,509 epoch 1 - iter 1045/2099 - loss 0.07734222 - time (sec): 1795.82 - samples/sec: 113.24 - lr: 0.000005\n",
            "2023-10-25 10:22:09,173 epoch 1 - iter 1254/2099 - loss 0.07235930 - time (sec): 2140.48 - samples/sec: 109.38 - lr: 0.000005\n",
            "2023-10-25 10:28:09,543 epoch 1 - iter 1463/2099 - loss 0.06720782 - time (sec): 2500.85 - samples/sec: 111.65 - lr: 0.000004\n",
            "2023-10-25 10:34:00,791 epoch 1 - iter 1672/2099 - loss 0.06348960 - time (sec): 2852.10 - samples/sec: 114.46 - lr: 0.000004\n",
            "2023-10-25 10:39:54,400 epoch 1 - iter 1881/2099 - loss 0.06021955 - time (sec): 3205.71 - samples/sec: 111.82 - lr: 0.000004\n",
            "2023-10-25 10:46:00,049 epoch 1 - iter 2090/2099 - loss 0.05650081 - time (sec): 3571.36 - samples/sec: 109.46 - lr: 0.000004\n",
            "2023-10-25 10:46:15,152 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 10:46:15,153 EPOCH 1 done: loss 0.0564 - lr 0.000004\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 257/257 [01:59<00:00,  2.15it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2023-10-25 10:48:14,922 Evaluating as a multi-label problem: False\n",
            "2023-10-25 10:48:14,955 DEV : loss 0.057225123047828674 - f1-score (micro avg)  0.8994\n",
            "2023-10-25 10:48:14,993 saving best model\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2023-10-25 10:48:21,931 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 10:54:16,666 epoch 2 - iter 209/2099 - loss 0.03756117 - time (sec): 354.73 - samples/sec: 110.13 - lr: 0.000004\n",
            "2023-10-25 11:00:10,699 epoch 2 - iter 418/2099 - loss 0.03703924 - time (sec): 708.76 - samples/sec: 109.96 - lr: 0.000003\n",
            "2023-10-25 11:06:05,290 epoch 2 - iter 627/2099 - loss 0.03743212 - time (sec): 1063.36 - samples/sec: 109.89 - lr: 0.000003\n",
            "2023-10-25 11:12:00,690 epoch 2 - iter 836/2099 - loss 0.03640085 - time (sec): 1418.76 - samples/sec: 109.91 - lr: 0.000003\n",
            "2023-10-25 11:17:56,757 epoch 2 - iter 1045/2099 - loss 0.03668442 - time (sec): 1774.82 - samples/sec: 110.10 - lr: 0.000003\n",
            "2023-10-25 11:23:51,746 epoch 2 - iter 1254/2099 - loss 0.03670111 - time (sec): 2129.81 - samples/sec: 110.47 - lr: 0.000002\n",
            "2023-10-25 11:29:44,285 epoch 2 - iter 1463/2099 - loss 0.03644757 - time (sec): 2482.35 - samples/sec: 110.27 - lr: 0.000002\n",
            "2023-10-25 11:35:37,597 epoch 2 - iter 1672/2099 - loss 0.03655807 - time (sec): 2835.66 - samples/sec: 110.26 - lr: 0.000002\n",
            "2023-10-25 11:41:30,440 epoch 2 - iter 1881/2099 - loss 0.03587081 - time (sec): 3188.51 - samples/sec: 110.37 - lr: 0.000001\n",
            "2023-10-25 11:47:24,007 epoch 2 - iter 2090/2099 - loss 0.03627551 - time (sec): 3542.07 - samples/sec: 110.28 - lr: 0.000001\n",
            "2023-10-25 11:47:37,895 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 11:47:37,898 EPOCH 2 done: loss 0.0363 - lr 0.000001\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 257/257 [01:59<00:00,  2.15it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2023-10-25 11:49:37,349 Evaluating as a multi-label problem: False\n",
            "2023-10-25 11:49:37,376 DEV : loss 0.037011876702308655 - f1-score (micro avg)  0.9019\n",
            "2023-10-25 11:49:37,418 saving best model\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2023-10-25 11:49:52,701 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 11:55:46,529 epoch 3 - iter 209/2099 - loss 0.02966284 - time (sec): 353.82 - samples/sec: 110.50 - lr: 0.000001\n",
            "2023-10-25 12:01:38,862 epoch 3 - iter 418/2099 - loss 0.02945701 - time (sec): 706.15 - samples/sec: 109.75 - lr: 0.000001\n",
            "2023-10-25 12:07:32,882 epoch 3 - iter 627/2099 - loss 0.02827872 - time (sec): 1060.17 - samples/sec: 110.27 - lr: 0.000001\n",
            "2023-10-25 12:13:26,442 epoch 3 - iter 836/2099 - loss 0.02845994 - time (sec): 1413.73 - samples/sec: 110.23 - lr: 0.000000\n",
            "2023-10-25 12:19:21,101 epoch 3 - iter 1045/2099 - loss 0.02927998 - time (sec): 1768.39 - samples/sec: 110.14 - lr: 0.000000\n",
            "2023-10-25 12:25:16,559 epoch 3 - iter 1254/2099 - loss 0.02960608 - time (sec): 2123.85 - samples/sec: 110.23 - lr: 0.000000\n",
            "2023-10-25 12:31:11,342 epoch 3 - iter 1463/2099 - loss 0.02990075 - time (sec): 2478.63 - samples/sec: 110.18 - lr: 0.000000\n",
            "2023-10-25 12:37:04,807 epoch 3 - iter 1672/2099 - loss 0.02980030 - time (sec): 2832.10 - samples/sec: 110.40 - lr: 0.000000\n",
            "2023-10-25 12:42:57,326 epoch 3 - iter 1881/2099 - loss 0.03021525 - time (sec): 3184.62 - samples/sec: 110.33 - lr: 0.000000\n",
            "2023-10-25 12:48:52,457 epoch 3 - iter 2090/2099 - loss 0.03008738 - time (sec): 3539.75 - samples/sec: 110.33 - lr: 0.000000\n",
            "2023-10-25 12:49:06,829 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 12:49:06,831 EPOCH 3 done: loss 0.0301 - lr 0.000000\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 257/257 [02:00<00:00,  2.14it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2023-10-25 12:51:07,195 Evaluating as a multi-label problem: False\n",
            "2023-10-25 12:51:07,224 DEV : loss 0.04207533597946167 - f1-score (micro avg)  0.9041\n",
            "2023-10-25 12:51:07,265 saving best model\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2023-10-25 12:51:25,401 ----------------------------------------------------------------------------------------------------\n",
            "2023-10-25 12:51:41,983 SequenceTagger predicts: Dictionary with 5 tags: O, S-LOC, B-LOC, E-LOC, I-LOC\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 257/257 [01:55<00:00,  2.23it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2023-10-25 12:53:37,775 Evaluating as a multi-label problem: False\n",
            "2023-10-25 12:53:37,803 0.8869\t0.9221\t0.9041\t0.825\n",
            "2023-10-25 12:53:37,804 \n",
            "Results:\n",
            "- F-score (micro) 0.9041\n",
            "- F-score (macro) 0.9041\n",
            "- Accuracy 0.825\n",
            "\n",
            "By class:\n",
            "              precision    recall  f1-score   support\n",
            "\n",
            "         LOC     0.8869    0.9221    0.9041      2194\n",
            "\n",
            "   micro avg     0.8869    0.9221    0.9041      2194\n",
            "   macro avg     0.8869    0.9221    0.9041      2194\n",
            "weighted avg     0.8869    0.9221    0.9041      2194\n",
            "\n",
            "2023-10-25 12:53:37,807 ----------------------------------------------------------------------------------------------------\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "\n"
          ]
        },
        {
          "data": {
            "text/plain": [
              "{'test_score': 0.9041340782122905,\n",
              " 'dev_score_history': [0.8994324631101022,\n",
              "  0.9019346230820547,\n",
              "  0.9041340782122905],\n",
              " 'train_loss_history': [0.05639966053911195,\n",
              "  0.03632074675673146,\n",
              "  0.030086984734968028],\n",
              " 'dev_loss_history': [0.057225123047828674,\n",
              "  0.037011876702308655,\n",
              "  0.04207533597946167]}"
            ]
          },
          "execution_count": 11,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "from flair.data import Corpus\n",
        "from flair.datasets import ColumnCorpus\n",
        "from flair.embeddings import WordEmbeddings, StackedEmbeddings, FlairEmbeddings\n",
        "\n",
        "\n",
        "tag_type = 'ner'\n",
        "\n",
        "tag_dictionary = corpus.make_label_dictionary(label_type=tag_type)\n",
        "\n",
        "from flair.embeddings import TransformerWordEmbeddings\n",
        "\n",
        "embeddings = TransformerWordEmbeddings(\n",
        "    model='tner/deberta-v3-large-ontonotes5',\n",
        "    layers=\"-1\",\n",
        "    subtoken_pooling=\"first\",\n",
        "    fine_tune=True,\n",
        "    use_context=True,\n",
        ")\n",
        "\n",
        "from flair.models import SequenceTagger\n",
        "\n",
        "tagger = SequenceTagger(\n",
        "    hidden_size=1024,\n",
        "    embeddings=embeddings,\n",
        "    tag_dictionary=tag_dictionary,\n",
        "    tag_type='ner',\n",
        "    use_crf=False,\n",
        "    use_rnn=False,\n",
        "    reproject_embeddings=True,\n",
        ")\n",
        "\n",
        "from flair.trainers import ModelTrainer\n",
        "from torch.optim import AdamW\n",
        "trainer = ModelTrainer(tagger, corpus)\n",
        "\n",
        "from torch.optim.lr_scheduler import OneCycleLR\n",
        "\n",
        "trainer.train('winner',\n",
        "              learning_rate=5.0e-6,\n",
        "              mini_batch_size=8,\n",
        "              mini_batch_chunk_size=1,\n",
        "              max_epochs=3,\n",
        "              optimizer=AdamW,\n",
        "              scheduler=OneCycleLR,\n",
        "              embeddings_storage_mode='none',\n",
        "              weight_decay=0.\n",
        "              )\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "execution": {
          "iopub.execute_input": "2023-10-12T14:46:24.801503Z",
          "iopub.status.busy": "2023-10-12T14:46:24.801252Z",
          "iopub.status.idle": "2023-10-12T14:46:41.456483Z",
          "shell.execute_reply": "2023-10-12T14:46:41.455452Z",
          "shell.execute_reply.started": "2023-10-12T14:46:24.801480Z"
        },
        "id": "zeuOWzmR-67Y",
        "outputId": "ca8a27d6-f6a3-4472-c992-21946f3ffece",
        "trusted": true
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "2023-10-25 12:53:58,617 SequenceTagger predicts: Dictionary with 5 tags: O, S-LOC, B-LOC, E-LOC, I-LOC\n",
            "Sentence[6]: \"I love Southern California and texas\" → [\"Southern California\"/LOC, \"texas\"/LOC]\n"
          ]
        }
      ],
      "source": [
        "from flair.data import Sentence\n",
        "from flair.models import SequenceTagger\n",
        "# load the trained model\n",
        "model = SequenceTagger.load('/content/winner/final-model.pt')\n",
        "# create example sentence\n",
        "sentence = Sentence('I love Southern California and texas')\n",
        "# predict the tags\n",
        "model.predict(sentence)\n",
        "print(sentence)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {
        "execution": {
          "iopub.execute_input": "2023-10-12T14:46:41.458790Z",
          "iopub.status.busy": "2023-10-12T14:46:41.458117Z",
          "iopub.status.idle": "2023-10-12T14:46:41.700439Z",
          "shell.execute_reply": "2023-10-12T14:46:41.699458Z",
          "shell.execute_reply.started": "2023-10-12T14:46:41.458756Z"
        },
        "id": "NMEZs1W5NrB5",
        "trusted": true
      },
      "outputs": [],
      "source": [
        "import os\n",
        "import json\n",
        "\n",
        "directory_path = \"/content/IDRISI/LMR/data/EN/gold-random-json\"\n",
        "\n",
        "train_data = []\n",
        "dev_data = []\n",
        "test_unlabeled_data = []\n",
        "\n",
        "for folder in os.listdir(directory_path):\n",
        "    folder_path = os.path.join(directory_path, folder)\n",
        "\n",
        "    if os.path.isdir(folder_path):\n",
        "        train_jsonl_path = os.path.join(folder_path, \"train.jsonl\")\n",
        "        dev_jsonl_path = os.path.join(folder_path, \"dev.jsonl\")\n",
        "        test_unlabeled_jsonl_path = os.path.join(folder_path, \"test_unlabeled.jsonl\")\n",
        "\n",
        "        with open(train_jsonl_path, \"r\", encoding=\"utf-8\") as train_file:\n",
        "            for line in train_file:\n",
        "                train_data.append(json.loads(line.strip()))\n",
        "\n",
        "        with open(dev_jsonl_path, \"r\", encoding=\"utf-8\") as dev_file:\n",
        "            for line in dev_file:\n",
        "                dev_data.append(json.loads(line.strip()))\n",
        "\n",
        "        with open(test_unlabeled_jsonl_path, \"r\", encoding=\"utf-8\") as test_unlabeled_file:\n",
        "            for line in test_unlabeled_file:\n",
        "                test_unlabeled_data.append(json.loads(line.strip()))\n",
        "\n",
        "\n",
        "combined_train_data = {}\n",
        "for i, item in enumerate(train_data, start=1):\n",
        "    combined_train_data[f\"entry_{i}\"] = item\n",
        "\n",
        "\n",
        "combined_dev_data = {}\n",
        "for i, item in enumerate(dev_data, start=1):\n",
        "    combined_dev_data[f\"entry_{i}\"] = item\n",
        "\n",
        "combined_test_unlabeled_data = {}\n",
        "for i, item in enumerate(test_unlabeled_data, start=1):\n",
        "    combined_test_unlabeled_data[f\"entry_{i}\"] = item\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ud2RB1_wPT-R",
        "outputId": "6318ac76-7036-4f28-913a-3664a152d48f"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "\n",
            "Sample 1491\n",
            "BBC News - Mexico earthquake: Children killed at collapsed primary school\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 11, 'end_offset': 17}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 11, 'end': 17}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1492\n",
            "἟2἟D Along with @RFC_Charity the club are urging fans to donate to @UNICEF’s Mexico Earthquake Appeal:\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 77, 'end_offset': 83}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 77, 'end': 83}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1493\n",
            "Mexican Londoner and actor -Gael Garcia, along Diego Luna, are also raising funds in supporting #MexicoEarthquake -\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1494\n",
            "RT @GbuckTeo: Please donate to help our Mexican and Puerto Rican friends! #MexicoEarthquake #PuertoRicoRelief\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Puerto Rican', 'start': 52, 'end': 64}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1495\n",
            "The death toll from yesterdays earthquake in #Mexico has risen to 225. @CruzRoja_MX is working around the clock to save lives.\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 46, 'end_offset': 52}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 46, 'end': 52}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1496\n",
            "Mexico earthquake: Family mourns 11 dead after church falls at baptism\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 0, 'end_offset': 6}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 0, 'end': 6}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1497\n",
            "as you may know, Mexico has been hit by another earthquake. below i will put some information, any donations are welcome!\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 17, 'end_offset': 23}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 17, 'end': 23}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1498\n",
            "ὡE and there was another earthquake this morning please people keep donating mexico needs your help\n",
            "True Locations\n",
            "{'text': 'mexico', 'type': 'Country', 'start_offset': 77, 'end_offset': 83}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'mexico', 'start': 77, 'end': 83}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1499\n",
            "Force Indias Perez donates £125,000 to Mexico earthquake victims - Daily Mail #἟2἟Dtodosuno!\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 39, 'end_offset': 45}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 39, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1500\n",
            "I added a video to a @YouTube playlist  Mexicos Jojutla sustains the most earthquake damage\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexicos', 'start': 40, 'end': 47}, {'entity': 'LOC', 'word': 'Jojutla', 'start': 48, 'end': 55}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1501\n",
            "Facade of Mexico Citys National Employment Service building crumbles following powerful 7.1-magnitude earthquake.\n",
            "True Locations\n",
            "{'text': 'Mexico Citys', 'type': 'City/town', 'start_offset': 10, 'end_offset': 22}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 10, 'end': 16}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1502\n",
            "RT @Blavity: Over 20 Children Found Dead During Post Earthquake Rescue Efforts At Mexico City School\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 82, 'end_offset': 93}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 82, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1503\n",
            "RT @dougducey: #Arizona joins #Texas in offering our support and assistance to Mexico in this time of need. #MexicoCityEarthquake\n",
            "True Locations\n",
            "{'text': 'Arizona', 'type': 'State', 'start_offset': 16, 'end_offset': 23}\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 31, 'end_offset': 36}\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 79, 'end_offset': 85}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Arizona', 'start': 16, 'end': 23}, {'entity': 'LOC', 'word': 'Texas', 'start': 31, 'end': 36}, {'entity': 'LOC', 'word': 'Mexico', 'start': 79, 'end': 85}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1504\n",
            "RT @Eater: In Mexico City, restaurant kitchens turn into relief centers\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 14, 'end_offset': 25}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 14, 'end': 25}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1505\n",
            "@mcbourbonnais1 MC please help giving a shout out to your fans at Mexico suffering because of the earthquake. Try to make more people aware, we need help!\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 66, 'end_offset': 72}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 66, 'end': 72}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1506\n",
            "RT @PauNinde: The Force is strong in these ones. My Star Wars friends collecting food for Mexicos earthquake victims\n",
            "True Locations\n",
            "{'text': 'Mexicos', 'type': 'Country', 'start_offset': 90, 'end_offset': 97}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexicos', 'start': 90, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1507\n",
            "Video Shows Rescue of Children Found Alive in Collapsed Mexico City School Following Earthquake  via @ktla\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 56, 'end_offset': 67}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 56, 'end': 67}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1508\n",
            "We donated €83,500 to @RedCross to help families affected by the #MexicoEarthquake, and our employees in Mexico are lending a helping hand.\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 105, 'end_offset': 111}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 105, 'end': 111}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1509\n",
            "@GearsofWar take out packs to help Mexico by the earthquake\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 35, 'end_offset': 41}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 35, 'end': 41}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1510\n",
            "Canelo Alvarez has donated $1 million worth of supplies, medicine and construction materials toward the earthquake relief efforts in Mexico.\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 133, 'end_offset': 139}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 133, 'end': 139}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1511\n",
            "Mexico earthquake: Many children killed at primary school\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 0, 'end_offset': 6}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 0, 'end': 6}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1512\n",
            "RT @rebedebuen: Help us raise $10k for Mexico Earthquake Relief\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 39, 'end_offset': 45}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 39, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1513\n",
            "@Cutie_Kayla1 @terrtwheels13 Hi my name is angel I am a doctor and Im from Mexico. a recent earthquake occurred and I participated in the rescue work. Im not a freak\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 75, 'end_offset': 81}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 75, 'end': 81}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1514\n",
            "RT @Steve_Banal: 6.2 earthquake strikes Oaxaca, Mexico\n",
            "True Locations\n",
            "{'text': 'Oaxaca', 'type': 'City/town', 'start_offset': 40, 'end_offset': 46}\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 48, 'end_offset': 54}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Oaxaca', 'start': 40, 'end': 46}, {'entity': 'LOC', 'word': 'Mexico', 'start': 48, 'end': 54}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1515\n",
            "More than 220 dead by the powerful earthquake of magnitude 7,1 that shook the center of Mexico\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 88, 'end_offset': 94}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 88, 'end': 94}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1516\n",
            "More than 200 people have been killed across central Mexico in the deadliest earthquake to hit in 32 years\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 53, 'end_offset': 59}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 53, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1517\n",
            "Mexico gripped by attempt to rescue Frida Sofia, 12, trapped but alive 32 hours after devastating earthquake  \n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 0, 'end_offset': 6}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 0, 'end': 6}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1518\n",
            "Shawn is helping affected ppl bc of the earthquake here in Mexico, what an angel.\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 59, 'end_offset': 65}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 59, 'end': 65}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1519\n",
            "Im getting a lot of references to this Rescue Brigade in regards to aiding those affected by the earthquake in Mexico! Any donation helps ὉC\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 111, 'end_offset': 117}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 111, 'end': 117}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1520\n",
            "People are taking Nintendo Switch for the kids in temporary shelters after Earthquake in Mexico @NintendoAmerica\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 89, 'end_offset': 95}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 89, 'end': 95}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1521\n",
            "ἰDἰFἰEINTERNATIONAL FRIENDS WE NEED YOUR HELP! As you may know, Mexico was struck by a strong earthquake a few days\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 64, 'end_offset': 70}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 64, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1522\n",
            "RT @MEChAdeCSULA: Help Mexicos earthquake victims UNICEF Mexico -  The United Nations Childrens Fund is http\n",
            "True Locations\n",
            "{'text': 'Mexicos', 'type': 'Country', 'start_offset': 23, 'end_offset': 30}\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 57, 'end_offset': 63}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexicos', 'start': 23, 'end': 30}, {'entity': 'LOC', 'word': 'Mexico', 'start': 57, 'end': 63}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1523\n",
            "Spain is sending a specialized search and rescue team to Mexico to assist local officials following yesterdays earthquake.\n",
            "True Locations\n",
            "{'text': 'Spain', 'type': 'Country', 'start_offset': 0, 'end_offset': 5}\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 57, 'end_offset': 63}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Spain', 'start': 0, 'end': 5}, {'entity': 'LOC', 'word': 'Mexico', 'start': 57, 'end': 63}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1524\n",
            "RT @AP: The Latest: Officials say the death toll from the earthquake in central Mexico climbs to 305.\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 80, 'end_offset': 86}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 80, 'end': 86}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1525\n",
            "RT @Independent: Worlds bravest dog rescued from collapsed building six days after Mexico City earthquake  /\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 83, 'end_offset': 89}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 83, 'end': 94}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1526\n",
            "Mexico earthquake death toll rises to 319 (KABC Entertainment)\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 0, 'end_offset': 6}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 0, 'end': 6}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1527\n",
            "RT @kabrunotte: List of updated charities that are helping with disaster relief in Mexico.\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 83, 'end_offset': 89}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 83, 'end': 89}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1528\n",
            "RT @WGNNews: Chicagos Mexican community organizing relief efforts for Mexico City after massive earthquake\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 70, 'end_offset': 81}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Chicagos', 'start': 13, 'end': 21}, {'entity': 'LOC', 'word': 'Mexico City', 'start': 70, 'end': 81}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1529\n",
            "RT @IngenieroQuotes: @garyvee @tailopez Mexico need your help, the earthquake hit us hard, but here we are. All support is welcome:\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 40, 'end_offset': 46}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 40, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1530\n",
            "Recovery Begins After Mexico Earthquake Kills Hundreds  via @CNTraveler\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 22, 'end_offset': 28}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 22, 'end': 28}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1531\n",
            "RT @Variety: .@ShawnMendes donates $100,000 to Mexico City earthquake relief efforts\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 47, 'end_offset': 58}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 47, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1532\n",
            "RT @AwardsDaily: Salma Hayek donating 100K to Mexico earthquake victims\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 46, 'end_offset': 52}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 46, 'end': 52}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1533\n",
            "#ayuda #mexico #sos #earthquake #sismo #donate anyway you want to nut please help! @Regrann\n",
            "True Locations\n",
            "{'text': 'mexico', 'type': 'Country', 'start_offset': 8, 'end_offset': 14}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'mexico', 'start': 8, 'end': 14}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1534\n",
            "@CTVNews were in Mexico City on the way to an earthquake conference in Guadalajara. Mostly older buildings have collapsed / are collapsing\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 17, 'end_offset': 28}\n",
            "{'text': 'Guadalajara', 'type': 'City/town', 'start_offset': 71, 'end_offset': 82}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 17, 'end': 28}, {'entity': 'LOC', 'word': 'Guadalajara', 'start': 71, 'end': 82}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1535\n",
            "RT @diazcayeros: Aldo y Marusia Musacchio @tintachina88 offer a credible and reliable way to contribute help Mexico earthquake\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 109, 'end_offset': 115}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 109, 'end': 115}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1536\n",
            "Breaking: 42 Dead As Buildings Collapse Across Mexico City After Powerful Earthquake\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 47, 'end_offset': 58}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 47, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1537\n",
            "RT @EQTracker: Strong earthquake - Near Coast Of Oaxaca, Mexico - September 24, 2017  via Earthquake-Report\n",
            "True Locations\n",
            "{'text': 'Oaxaca', 'type': 'City/town', 'start_offset': 49, 'end_offset': 55}\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 57, 'end_offset': 63}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Oaxaca', 'start': 49, 'end': 55}, {'entity': 'LOC', 'word': 'Mexico', 'start': 57, 'end': 63}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1538\n",
            "Mexico was hit yesterday by its second earthquake this month. The 7.1 magnitude quake has killed at least 217 people. #PrayForMexico\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 0, 'end_offset': 6}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 0, 'end': 6}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1539\n",
            "Yo @tylerthecreator would you share this info? . Donations for Mexicos earthquake ὤFἿD thanks bruh\n",
            "True Locations\n",
            "{'text': 'Mexicos', 'type': 'Country', 'start_offset': 63, 'end_offset': 70}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexicos', 'start': 63, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1540\n",
            "Please we need your help!! ὤFἿCὤFἿC #mexico #help #sos #donative #donate #earthquake #earth #quake\n",
            "True Locations\n",
            "{'text': 'mexico', 'type': 'Country', 'start_offset': 37, 'end_offset': 43}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'mexico', 'start': 37, 'end': 43}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1541\n",
            "Mexico was devastated with a 7.1m earthquake. Please donate if u can, here are a few ways to help even if you’re not in Mexico #FuerzaMexico\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 0, 'end_offset': 6}\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 120, 'end_offset': 126}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 0, 'end': 6}, {'entity': 'LOC', 'word': 'Mexico', 'start': 120, 'end': 126}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1542\n",
            ".@POTUS sends @USAID elite disaster team in response to #MexicoEarthquake to help with humanitarian relief. Team includes @LACo_FD members.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1543\n",
            "Arriba Mexico Is the Airbnb for Homes Destroyed by Earthquake (lwentz@adage.com (Laurel Wentz)/Advertising Age -\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 7, 'end_offset': 13}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 7, 'end': 13}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1544\n",
            "RT @tridelart: SEND MONEY dlls are worth the double 1. google mexico earthquake and hit YES DONATE 2. via paypal donativos@brigada-re\n",
            "True Locations\n",
            "{'text': 'mexico', 'type': 'Country', 'start_offset': 62, 'end_offset': 68}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'mexico', 'start': 62, 'end': 68}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1545\n",
            "I just found that a taquero in mexico is giving free tacos to the people in need from the earthquake. This is why i love mexico ὢ2❤️἟2἟D\n",
            "True Locations\n",
            "{'text': 'mexico', 'type': 'Country', 'start_offset': 31, 'end_offset': 37}\n",
            "{'text': 'mexico', 'type': 'Country', 'start_offset': 121, 'end_offset': 127}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'mexico', 'start': 31, 'end': 37}, {'entity': 'LOC', 'word': 'mexico', 'start': 121, 'end': 127}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1546\n",
            "We are at the phones w/ @nbcsandiego & @TLMD20 til 7pm today - give us a call at 619-578-0566 to make a donation to Mexico Earthquake relief\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 116, 'end_offset': 122}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 116, 'end': 122}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1547\n",
            "In the last 48 hours, 500 + @CruzRojz_Mx volunteers & staff have been active in search, rescue, first aid & medical care. #MexicoEarthquake\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1548\n",
            "Anyone reading, Mexico City and other cities where crushed by an earthquake yesterday by 1 p.m. cetral time. Send any help if you can #RT\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 16, 'end_offset': 27}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 16, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1549\n",
            "RT @EuroGeosciences: The @latimes takes a look at construction issues in one Mexico City #earthquake collapse.  http\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'City/town', 'start_offset': 77, 'end_offset': 83}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 77, 'end': 88}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1550\n",
            "@MaryneeLahaye The Topos brigate was created after the earthquake in Mexico 1985 They are all volunteers If any of you can donateit would be of great help\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 69, 'end_offset': 75}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 69, 'end': 75}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1551\n",
            "RT @imgur: This is Frida, she has saved 12 people so far in Mexicos Earthquake.\n",
            "True Locations\n",
            "{'text': 'Mexicos', 'type': 'Country', 'start_offset': 60, 'end_offset': 67}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexicos', 'start': 60, 'end': 67}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1552\n",
            "Mexico Earthquake Kills Hundreds, Trapping Many Under Rubble (The New York Times)\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 0, 'end_offset': 6}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 0, 'end': 6}, {'entity': 'LOC', 'word': 'New York', 'start': 66, 'end': 74}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1553\n",
            "RT @BasedMonitored: BREAKING: Mexico City rocked by 7+ magnitude earthquake.\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 30, 'end_offset': 41}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 30, 'end': 41}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1554\n",
            "If you wanna help us, theres an option. Also by donating to the @topos rescue brigade via PayPal: donativos@brigada-rescate-topos.org\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1555\n",
            "Sergio Pérez has donated around £125,000 to help those affected by the earthquake in his native Mexico #F1\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 96, 'end_offset': 102}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 96, 'end': 102}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1556\n",
            "RT @OfficialJoelF: Frida the rescue dog has saved over 50 people following the powerful earthquake in Mexico\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 102, 'end_offset': 108}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 102, 'end': 108}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1557\n",
            "Voices from Mexico City After the Earthquake: Aid Arrived Late in Poorer Areas, Help Is Still Needed\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 12, 'end_offset': 23}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 12, 'end': 23}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1558\n",
            "RT @AP: BREAKING: Mexico official says earthquake death toll has risen to 225.\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 18, 'end_offset': 24}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 18, 'end': 24}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1559\n",
            "Mexico earthquake: at least 225 dead - La entrada Mexico earthquake: at least 225 dead aparece primero en Veo N\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 0, 'end_offset': 6}\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 50, 'end_offset': 56}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 0, 'end': 6}, {'entity': 'LOC', 'word': 'Mexico', 'start': 50, 'end': 56}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1560\n",
            "MI GENTE FEATURING BEYONCÉ” To help hurricane & earthquake charities to Puerto Rico Mexico and other affected Go to\n",
            "True Locations\n",
            "{'text': 'Puerto Rico', 'type': 'Island', 'start_offset': 72, 'end_offset': 83}\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 84, 'end_offset': 90}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Puerto Rico', 'start': 72, 'end': 83}, {'entity': 'LOC', 'word': 'Mexico', 'start': 84, 'end': 90}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1561\n",
            "RT @Pray_for_Sound: Our friends in Run Golden Boys are raising money aid those impacted by the earthquake in Mexico City. All\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 109, 'end_offset': 120}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 109, 'end': 120}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1562\n",
            "Please Support @Filmtvedit Chiapas family earthquake #earthquake #mexicoearthquake help Donate Here -\n",
            "True Locations\n",
            "{'text': 'Chiapas', 'type': 'State', 'start_offset': 27, 'end_offset': 34}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Chiapas', 'start': 27, 'end': 34}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1563\n",
            "This Ones for Mexico. Earthquake. One hundred percent of the donations will be given to the Mexican Red Cross.\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 14, 'end_offset': 20}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 14, 'end': 20}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1564\n",
            "Please help us raise funds (accepting crypto) for Mexicos earthquake victims. Info here:  #EarthquakeMexico\n",
            "True Locations\n",
            "{'text': 'Mexicos', 'type': 'Country', 'start_offset': 50, 'end_offset': 57}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexicos', 'start': 50, 'end': 57}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1565\n",
            "RT @nytgraphics: The pattern of damage across Mexico City\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 46, 'end_offset': 57}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 46, 'end': 57}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1566\n",
            "Hear #Cosmonautas on @Bandcamp, #purchase #Buy the song and #support #donate to #MexicoEarthquake #fuertemexico\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1567\n",
            "Thanks @RFC_Charity @UNICEFMexico for the support! Like them you can donate & help our fellow people in Mexico ἟2἟D⬇️\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 104, 'end_offset': 110}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 104, 'end': 110}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1568\n",
            "Two people died of a heart attack after this mornings 6.2 earthquake, Mexico City mayor says\n",
            "True Locations\n",
            "{'text': 'Mexico City', 'type': 'City/town', 'start_offset': 70, 'end_offset': 81}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico City', 'start': 70, 'end': 81}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1569\n",
            "@Dory Donations for those affected by the earthquake here in Mexico.\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 61, 'end_offset': 67}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 61, 'end': 67}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1570\n",
            "Rescuers continue searching for survivors of devastating earthquake in Mexico as death toll reaches 319\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 71, 'end_offset': 77}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 71, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1571\n",
            "RT @RWhelanWSJ: Five days after an earthquake killed more than 300 in Mexico, Chilangos face gnawing uncertainty about housing:\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 70, 'end_offset': 76}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 70, 'end': 76}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1572\n",
            "RT @HumanityRoad: #MexicoEarthquake Where to get aid. #Morelos #sismoMX #hmrd\n",
            "True Locations\n",
            "{'text': 'Morelos', 'type': 'State', 'start_offset': 55, 'end_offset': 62}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Morelos', 'start': 55, 'end': 62}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1573\n",
            "Earthquake Kills Hundreds In Mexico CLICK  for more #Nigeria A powerful earthquake has killed over 200 people a\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 29, 'end_offset': 35}\n",
            "{'text': 'Nigeria', 'type': 'Country', 'start_offset': 53, 'end_offset': 60}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 29, 'end': 35}, {'entity': 'LOC', 'word': 'Nigeria', 'start': 53, 'end': 60}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1574\n",
            "After covering Vogue Mexico, Kim Kardashian is asking her followers to donate towards earthquake relief efforts:\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 21, 'end_offset': 27}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 21, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1575\n",
            "Widespread devastation as tropical storm Harvey wrecks havoc on Texas. Two dead at least 30 unaccounted for as Harvey slams Texas. @NBCNews\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 64, 'end_offset': 69}\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 124, 'end_offset': 129}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 64, 'end': 69}, {'entity': 'LOC', 'word': 'Texas', 'start': 124, 'end': 129}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1576\n",
            "Tornado Warning Fort Bend Co, Tx until 5:45 am CDT Track it here:  Download our app:\n",
            "True Locations\n",
            "{'text': 'Tx', 'type': 'State', 'start_offset': 30, 'end_offset': 32}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Fort Bend Co', 'start': 16, 'end': 28}, {'entity': 'LOC', 'word': 'Tx', 'start': 30, 'end': 32}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1577\n",
            "Catholic groups in US are mobilizing to help in Hurricane Harvey’s aftermath\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'US', 'start': 19, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1578\n",
            "Sheriff: Death toll from now-Tropical Storm #Harvey rises to 20.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1579\n",
            "These two are despicable, heartless creeps. Still no word of their $1 million Trump matching donation to hurricane Harvey victims.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1580\n",
            "Photos: Hurricane Harveys destruction -  #HurricaneHarvey #Harvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1581\n",
            "Chopped on Blades barbershop giving haircuts to the evacuees at the M.O. Campbell Center #Harvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1582\n",
            "Reports: At least 2 dead as Harvey triggers catastrophic damage, flooding in Texas via FOX NEWS\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 77, 'end_offset': 82}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 77, 'end': 82}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1583\n",
            "Ordered mine! #HoustonStrong Hurricane #Harvey. #TexasStrong Shirt. Hurricane Harvey Relief  via @Etsy\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1584\n",
            "Most support comes from #food industry. That flow will continue. More worried about having enough volunteers @HoustonFoodBank #Harvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1585\n",
            "Hurricane Harvey claims the life of Rancher, Jimmy Capers was herding his cattle away from floods with other\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1586\n",
            "Healing just begins -- life of Hurricane #Harvey victims in Austin shelters in U.S. State of Texas\n",
            "True Locations\n",
            "{'text': 'Austin', 'type': 'City/town', 'start_offset': 60, 'end_offset': 66}\n",
            "{'text': 'U.S.', 'type': 'Country', 'start_offset': 79, 'end_offset': 83}\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 93, 'end_offset': 98}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Austin', 'start': 60, 'end': 66}, {'entity': 'LOC', 'word': 'U.S.', 'start': 79, 'end': 83}, {'entity': 'LOC', 'word': 'Texas', 'start': 93, 'end': 98}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1587\n",
            "Widespread #EHR adoption especially important when hospitals evacuating patients to different providers  #Harvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1588\n",
            "Please visit the VGXI website for a special message regarding Hurricane Harvey and how you can help:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1589\n",
            "Guild mbr @JHDearen is there when @JoelOsteen church opens to #Harvey evacuees.  #WeAreAP (photo by mbr LM Otero)\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1590\n",
            "RT @ericfisher: KHOU-TV evacuating.water filling the station ->\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1591\n",
            "Port Arthur, Texas Becomes Twitter Trend As People Beg To Be Rescued From Homes During Hurricane A city in Texas\n",
            "True Locations\n",
            "{'text': 'Port Arthur', 'type': 'City/town', 'start_offset': 0, 'end_offset': 11}\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 13, 'end_offset': 18}\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 107, 'end_offset': 112}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Port Arthur', 'start': 0, 'end': 11}, {'entity': 'LOC', 'word': 'Texas', 'start': 13, 'end': 18}, {'entity': 'LOC', 'word': 'Texas', 'start': 107, 'end': 112}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1592\n",
            "While were still recovering from the damage of #Harvey the east coast is now on the look out for #Irma\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1593\n",
            "@POTUS Im surprised with the damage from hurricane Harvey, arent U going to make an amnesty agreement with illegals? = like Pres. Reagan.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1594\n",
            "@AJENews At least two killed and a flood emergency declared as #HurricaneHarvey strikes Texas coast\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 88, 'end_offset': 93}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 88, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1595\n",
            "Hurricane #Harvey rolls over Texas coast, smashes homes and businesses:  #Denver7\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 29, 'end_offset': 34}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 29, 'end': 34}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1596\n",
            "#Harvey rescuing lots of ppl and animals including a baby deer. Flooding risen up to second floor of apt bldg LIVE\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1597\n",
            "The Kardashians are donating $500,000 to the Red Cross and Salvation Army for Hurricane Harvey relief efforts:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1598\n",
            "So proud of our @ThePantherCreek @_Panther_Creek_ students and community. 💙🐾 Join us and donate. >  #HarveyRelief\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1599\n",
            "Officials raise death toll to 39 as #Harvey moves on\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1600\n",
            "Notice the lack of diversity in the rescue coverage? Nobody is talking about 3rd Ward, 5th Ward, East End Sunnyside, etc. #HurricaneHarvey\n",
            "True Locations\n",
            "{'text': 'Sunnyside', 'type': 'City/town', 'start_offset': 106, 'end_offset': 115}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sunnyside', 'start': 106, 'end': 115}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1601\n",
            "Forecast brings hope as new shelters open, #Harveys death toll rises\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1602\n",
            "Buy my music today and 100% of artist proceeds will go to @RedCross to aid #HurricaneHarvey recovery\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1603\n",
            "Help teachers along the Texas Gulf Coast get the supplies they’ll need to rebuild damaged classrooms after #Harvey:\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 24, 'end_offset': 29}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 24, 'end': 29}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1604\n",
            "Health and Mental Health Volunteers Needed\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1605\n",
            "1 AM Update on #Harvey: Catastrophic flooding ongoing. Do not travel if you are in a safe location and never drive through flooded roads!\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1606\n",
            "Days after #Harvey hit, homes in Brazoria County are still taking on water\n",
            "True Locations\n",
            "{'text': 'Brazoria', 'type': 'County', 'start_offset': 33, 'end_offset': 41}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Brazoria County', 'start': 33, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1607\n",
            "#Aquaivia news splash: On 8/27 at 8am #Houston Epic Catastrophic Flooding” states #Weather Channel regarding Hurricane #Harvey.\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'City/town', 'start_offset': 39, 'end_offset': 46}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 39, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1608\n",
            "Today I approved a request for @NJNationalGuard resources to be deployed to TX to assist with Hurricane Harvey emergency response efforts.\n",
            "True Locations\n",
            "{'text': 'TX', 'type': 'State', 'start_offset': 76, 'end_offset': 78}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'TX', 'start': 76, 'end': 78}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1609\n",
            "The tornado warnings have expired, but the flooding is just beginning. MUCH more rain on the way as #Harvey heads in. Stay weather-aware!\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1610\n",
            "Thanks Associa family & donors whove helped contribute $100K to families affected by #HurricaneHarvey.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1611\n",
            "With Death Toll at 30, Storm Makes 2nd Landfall still a lot to worry about. Dont b complacent. #houston #Harvey\n",
            "True Locations\n",
            "{'text': 'houston', 'type': 'City/town', 'start_offset': 96, 'end_offset': 103}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'houston', 'start': 96, 'end': 103}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1612\n",
            "Hurricane Harvey may leave homeowners with $30 billion in damage. And most of it isnt covered by insurance.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1613\n",
            "We will be matching the efforts today, so over $5,200 will be sent to help the victims of Hurricane Harvey. ❤️ #HurricaneHarveyRelief\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1614\n",
            "A towering fire and smoke plume can be seen coming from the Texas chemical plant that lost power after #Harvey.\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 60, 'end_offset': 65}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 60, 'end': 65}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1615\n",
            "Non-critical travel east on I-10 is discouraged as #Harvey continues to impact roads between SA and HOU and first responders prep to deploy.\n",
            "True Locations\n",
            "{'text': 'SA', 'type': 'City/town', 'start_offset': 93, 'end_offset': 95}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'HOU', 'start': 100, 'end': 103}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1616\n",
            "White Houses Bossert says 100,000 homes damaged by #Harvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1617\n",
            "#HURRICANEHARVEY Sandra Bullock donates $1 million to Harvey relief efforts  YOUR GULF COAST WEATHER AUTHORITY\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1618\n",
            "I hope when this shit storm called the GOP has been defeated and POTUS is jailed the damage to our relationship with MX can be mended.\n",
            "True Locations\n",
            "{'text': 'MX', 'type': 'Country', 'start_offset': 117, 'end_offset': 119}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'MX', 'start': 117, 'end': 119}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1619\n",
            "Evacuations continue as Hurricane Harvey fallout spreads to Louisiana, @mmgeissler reports\n",
            "True Locations\n",
            "{'text': 'Louisiana', 'type': 'State', 'start_offset': 60, 'end_offset': 69}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Louisiana', 'start': 60, 'end': 69}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1620\n",
            "Confirmed: Texas city loses water, 44 dead, but thousands of #Harvey survivors rescued. #HoustonStrong #HurricaneHarvey #HoustonFlood #Flood\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 11, 'end_offset': 16}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 11, 'end': 16}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1621\n",
            "Scene in southwest Houston as @TexasGameWarden rescues families from floods #Harvey2017 #HarveyFlood\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'City/town', 'start_offset': 19, 'end_offset': 26}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 19, 'end': 26}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1622\n",
            "Another #DowntownSATX donation station @TobinCenterSA for those affected by #HurricaneHarvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1623\n",
            "Levee Breached in Brazoria County, Texas; Residents Urged to Evacuate:  #Harvey2017 #Harvey\n",
            "True Locations\n",
            "{'text': 'Brazoria County', 'type': 'County', 'start_offset': 18, 'end_offset': 33}\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 35, 'end_offset': 40}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Brazoria County', 'start': 18, 'end': 33}, {'entity': 'LOC', 'word': 'Texas', 'start': 35, 'end': 40}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1624\n",
            "Title should be A lack of prudent zoning regulations and planning; intensified the damage from Hurricane Harvey.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1625\n",
            "Heard about our #TexasCares initiative? Donate directly to @RedCross #Harvey relief efforts & join us on NBC/ABC:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1626\n",
            "At least 15 people have died due to #hurricaneharvey and hes bragging about crowd size. Completely insensitive. #TrumpResign #Resist\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1627\n",
            "As hurricane hit, Trump tweeted about Mexico paying for the wall. Mexicos response: Nope. But wed be glad to help the victims of Harvey.\n",
            "True Locations\n",
            "{'text': 'Mexico', 'type': 'Country', 'start_offset': 38, 'end_offset': 44}\n",
            "{'text': 'Mexicos', 'type': 'Country', 'start_offset': 66, 'end_offset': 73}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 38, 'end': 44}, {'entity': 'LOC', 'word': 'Mexicos', 'start': 66, 'end': 73}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1628\n",
            "Lisa Rehr awaits evacuation as she holds her four-year old son Maximus, after losing their home to Hurricane Harvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1629\n",
            "Speaking to Dillard students who are #Houston residents and preparing them for re-entry to check on homes for #Hurricane #Harvey recovery.\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'City/town', 'start_offset': 38, 'end_offset': 45}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 38, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1630\n",
            "Officials say more than 37,000 homes were heavily damaged and nearly 7,000 were destroyed by #Harvey.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1631\n",
            "Please donate 🐶🐮🐱🐷🐦 #HuricaneHarvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1632\n",
            "WHAT! 35k #TexasForever shirts sold & counting! ALL proceeds will help victims of #HurricaneHarvey. Spread the word.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1633\n",
            "Estimated 30,000-40,000 homes have been destroyed in the Houston area after #Harvey dumped up to 51 inches of rain\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'City/town', 'start_offset': 57, 'end_offset': 64}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 57, 'end': 64}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1634\n",
            "Once the crisis is over, the rebuilding begins. People will need help rebuilding not only their homes, but their lives. #HurricaneHarvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1635\n",
            "Donating food for the fur babies. #prayforhouston #hurricaneharvey #dogsworld #catsrule 🙏🏼🙏🏼🙏🏼\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1636\n",
            "Thanks to all who are donating their time to help the citizens of southeast Texas. never seen this type of unity in my life. #Harvey2017\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 76, 'end_offset': 81}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 76, 'end': 81}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1637\n",
            "To help in Houston, 20% of all proceeds from our Labor Day promo will be donated to Hurricane Harvey relief efforts. #HopeForHouston\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'City/town', 'start_offset': 11, 'end_offset': 18}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 11, 'end': 18}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1638\n",
            "Operation Photo Rescue is a charity that restores photos that have been damaged during natural disasters. #Harvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1639\n",
            "Voluntary evacuation for western portions of Houston due to ongoing flooding.  #alert #Harvey\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'State', 'start_offset': 45, 'end_offset': 52}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 45, 'end': 52}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1640\n",
            "In the wake of #HurricaneHarvey’s devastation, we’re taking action. Join us in donating towards relief efforts:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1641\n",
            ".@Caprock_ER will be accepting donations for #HurricaneHarvey victims at the Walmart in College Station tomorrow.\n",
            "True Locations\n",
            "{'text': 'Walmart', 'type': 'Human-made Point-of-Interest', 'start_offset': 77, 'end_offset': 84}\n",
            "{'text': 'College Station', 'type': 'Human-made Point-of-Interest', 'start_offset': 88, 'end_offset': 103}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'College Station', 'start': 88, 'end': 103}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1642\n",
            "Stay tuned for p.m. updates as remnants of #Harvey cross our area. Potential for tornado, thunderstorms in/around #Iredell.\n",
            "True Locations\n",
            "{'text': 'Iredell', 'type': 'City/town', 'start_offset': 115, 'end_offset': 122}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Iredell', 'start': 115, 'end': 122}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1643\n",
            "RT @BillBishopKHOU: This is why they call it flash flooding. The street in front of #khou11 . #Harvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1644\n",
            "Pictures of Hurricane Harvey damage sent by Hopkins County AMBUS crew on Friday\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Hopkins County', 'start': 44, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1645\n",
            "Trump on the damage from Hurricane Harvey: Theres probably never been something so expensive in our countrys history.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1646\n",
            "It doesnt get much worse than this. Please consider making a donation to help the people of Houston.\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'City/town', 'start_offset': 92, 'end_offset': 99}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 92, 'end': 99}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1647\n",
            "Sugar Land Pizza Hut workers deliver food to Hurricane Harvey victims by kayak\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1648\n",
            ".@wzzm13 & @tegna are joining the @RedCross to help #Harvey victims. Please visit  to donate!\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1649\n",
            "#HurricaneHarvey and climate change: Is there a connection?\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1650\n",
            "This is now confirmed. If you are in #Houston and need shelter, NRG center will be opening at 10pm. Volunteers, they need you, too. #Harvey\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'City/town', 'start_offset': 38, 'end_offset': 45}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 38, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1651\n",
            "FULL STORY: #SalvationArmy #HurricaneHarvey disaster relief update -- 15,240 meals already served\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1652\n",
            "#Hospital in Beaumont, #Texas , forced to evacuate patients due to #flooding . #Harvey\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 24, 'end_offset': 29}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Beaumont', 'start': 13, 'end': 21}, {'entity': 'LOC', 'word': 'Texas', 'start': 24, 'end': 29}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1653\n",
            "Miley Cyrus donated $500k to hurricane Harvey HERSELF and between all of the kardashians, they donated $500k.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1654\n",
            "Gas prices are moving higher as #Harvey has caused a lot of damage at key refineries in Texas.\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 88, 'end_offset': 93}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 88, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1655\n",
            "Anheuser-Busch halts beer production and sends water to Hurricane Harvey victims  via @todayshow\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1656\n",
            "Daryl Hudek, Houston Police Officer & American Hero, Saving Lives during the Texas Flooding from Hurricane Harvey, August 28, 2017.\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'City/town', 'start_offset': 13, 'end_offset': 20}\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 77, 'end_offset': 82}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 13, 'end': 20}, {'entity': 'LOC', 'word': 'Texas', 'start': 77, 'end': 82}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1657\n",
            "#DSTRDamage LITechNews: White House: 100k Homes Damaged by H\n",
            "True Locations\n",
            "{'text': 'White House', 'type': 'Human-made Point-of-Interest', 'start_offset': 24, 'end_offset': 35}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1658\n",
            "Share with pregnant/postpartum moms needing care after being displaced by #Harvey.  (Irving, TX)\n",
            "True Locations\n",
            "{'text': 'Irving', 'type': 'City/town', 'start_offset': 85, 'end_offset': 91}\n",
            "{'text': 'TX', 'type': 'State', 'start_offset': 93, 'end_offset': 95}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Irving', 'start': 85, 'end': 91}, {'entity': 'LOC', 'word': 'TX', 'start': 93, 'end': 95}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1659\n",
            "A search and recovery mission is underway in areas flooded by #Harvey. That and more headlines from News 8.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1660\n",
            "Thanks to Austin-based @HandsomeMade for the bags upon bags of donations for #Harvey flood victims.\n",
            "True Locations\n",
            "{'text': 'Austin', 'type': 'City/town', 'start_offset': 10, 'end_offset': 16}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1661\n",
            "AT&T Pledges $350,000 to Aid Communities Impacted by Hurricane Harvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1662\n",
            "LATEST: Hurricane #Harvey is a Category 4 hurricane and the eye is approaching the Texas coast; catastrophic flooding is expected, NWS says.\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 83, 'end_offset': 88}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 83, 'end': 88}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1663\n",
            "Sandra Bullock Donates $1 Million to Help Hurricane Harvey Victims | E! News\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1664\n",
            "Heres a look at the Storm Surge WARNING now extending from Morgan City westward. 2 to 4 feet of surge possible. #LAwx #Harvey\n",
            "True Locations\n",
            "{'text': 'Morgan City', 'type': 'City/town', 'start_offset': 59, 'end_offset': 70}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Morgan City', 'start': 59, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1665\n",
            "#IRS warns about #scam of groups impersonating charities.  #charityscam #Harvey\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1666\n",
            "Hurricane Harvey Hits Texas! See 11 inches of rain damage. Worse expected!  #HurricaneHarvey\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 22, 'end_offset': 27}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 22, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1667\n",
            "Hurricane Harvey: Help UHD students w/ school supplies lost  via @youcaring\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1668\n",
            "@mashable How Badly Has Hurricane Harvey Damaged Texas Infrastructure?\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 49, 'end_offset': 54}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 49, 'end': 54}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1669\n",
            "Hurricane Harvey - 19 dead, 19,000 people rescued, 1000 pets rescued\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1670\n",
            "Beltway 8 feeder near Blackhawk FPV, these guys are on way to rescue more fellow Texans #Harvey @HoustonChron\n",
            "True Locations\n",
            "{'text': 'Texans', 'type': 'State', 'start_offset': 81, 'end_offset': 87}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1671\n",
            "Here we go. #Harvey prompting the first tornado warning for Decatur County. @NC5\n",
            "True Locations\n",
            "{'text': 'Decatur County', 'type': 'County', 'start_offset': 60, 'end_offset': 74}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Decatur County', 'start': 60, 'end': 74}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1672\n",
            "So many need help because of #HurricaneHarvey more will need it in the future. Please do what you can! #Thread\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1673\n",
            ".@ABABankers partners w/@texasbankers on #HurricaneHarvey Relief Effort; @BankersPrez urges support of relief fund\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1674\n",
            "As Hurricane Harvey Death Toll Rises, Joel Osteen Caught In Major Controversy - Now Hes Responding\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1675\n",
            "See which breweries are sending cans of clean drinking water to those affected by Hurricane Harvey.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1676\n",
            "The destruction of #hurricaneharvey on Houston and the surrounding areas is devastatingMy\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'City/town', 'start_offset': 39, 'end_offset': 46}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 39, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1677\n",
            "Mattress store owner turns 160,000-square-foot showroom into shelter for #Harvey evacuees\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1678\n",
            "Keeping track getting more and more confusing as numbers rise, but between 44 and 56 deaths from #Harvey by my count\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1679\n",
            "Houston Icon Turned His Furniture Stores into Shelters  #Harvey #TexasStrong\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'State', 'start_offset': 0, 'end_offset': 7}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1680\n",
            "Citizens for Animal Protection on I-10 has pet food and other supplies for displaced pets and their people. #HurricaneHarvey #HoustonStrong\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1681\n",
            "⚠️‼️ Tornado Warning for Fort Bend and Waller Counties in TX until 2:30 AM CDT\n",
            "True Locations\n",
            "{'text': 'TX', 'type': 'State', 'start_offset': 58, 'end_offset': 60}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Fort Bend', 'start': 23, 'end': 32}, {'entity': 'LOC', 'word': 'Waller', 'start': 37, 'end': 43}, {'entity': 'LOC', 'word': 'TX', 'start': 56, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1682\n",
            "WATCH: Rescue efforts are underway across Texas for animals that were left stranded by #Harvey. @joefryer has more on @NBCNightlyNews.\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 42, 'end_offset': 47}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 42, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1683\n",
            "DONATE: Join us as we help the #HurricaneHarvey Relief Drive\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1684\n",
            "Jay Park donated $5000 to help Hurricane Harvey victims & asked others to do whatever they can to help. His good deeds deserve to be known 👏\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1685\n",
            "Hi-res aerial photos of flooding and damaged caused by #Harvey.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1686\n",
            "Mandatory evacuation implemented in Victoria County before Hurricane Harvey hits  #KSATnews\n",
            "True Locations\n",
            "{'text': 'Victoria County', 'type': 'County', 'start_offset': 36, 'end_offset': 51}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Victoria County', 'start': 36, 'end': 51}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1687\n",
            "What to look for in kids affected by Harvey that might indicate a need for mental health support, from TAG Center at @TexasChildrens\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1688\n",
            "IMPORTANT! Hurricane Harvey: Recovery & Damage Assessment Intake Form\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1689\n",
            "The toll in Texas from Hurricane Harveys record rain is rising. 18 people are confirmed dead, including a police officer. @AshleeMullany\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 12, 'end_offset': 17}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 12, 'end': 17}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1690\n",
            "The devastating reality in the aftermath of #HurricaneHarvey; death toll approaching 40,  #Texas #FEMA #environment\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 91, 'end_offset': 96}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 91, 'end': 96}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1691\n",
            "@JoelOsteen Gallery Furniture just down the street for Osteens church opened the doors to its warehouse for use as a shelter\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1692\n",
            "Our page of #Harvey missing persons is absolutely heartbreaking. Please help these families locate their loved ones\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1693\n",
            "Customers can support @RedCross #HurricaneHarvey relief efforts through donations @ our ATMs nationwide. Learn more:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1694\n",
            "Why there wasnt a #Harvey2017 evacuation  via @TexasMonthly\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1695\n",
            "@AnheuserBusch delivered over 155,000 cans of emergency drinking water in response to Hurricane Harvey.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1696\n",
            ": Nursing home residents saved from waist-high water during Hurricane Harvey  #Thermopolis\n",
            "True Locations\n",
            "{'text': 'Thermopolis', 'type': 'City/town', 'start_offset': 79, 'end_offset': 90}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Thermopolis', 'start': 79, 'end': 90}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1697\n",
            "Many of us have lost our homes, but our spirit is brighter than ever Sun is finally shining across Southeast, Tx after the wrath of #Harvey\n",
            "True Locations\n",
            "{'text': 'Tx', 'type': 'State', 'start_offset': 110, 'end_offset': 112}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Tx', 'start': 110, 'end': 112}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1698\n",
            "The women of Texas seeking abortion care have always needed our help, but now they need it more than ever. #Harvey\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 13, 'end_offset': 18}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 13, 'end': 18}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1699\n",
            "#DonaldTrump Just Compared #HurricaneHarvey Devastation to ‘Water Damage’ at His Properties >>;< #TheResistance\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1700\n",
            ".@uiltexas announces waiver process for student-athletes displaced by Hurricane Harvey 💻🏈:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1701\n",
            "@JoelOsteen help our cause please #HopeForHouston follow and read about my goal for our survival through this devastating time #Harvey2017\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1702\n",
            "Dangerous flooding! Friend posted this pic of I-10 in the golden triangle, thats Beaumont, Port Arthur & Orange, TX. #devastating #harvey\n",
            "True Locations\n",
            "{'text': 'Beaumont', 'type': 'City/town', 'start_offset': 81, 'end_offset': 89}\n",
            "{'text': 'Port Arthur', 'type': 'City/town', 'start_offset': 91, 'end_offset': 102}\n",
            "{'text': 'Orange', 'type': 'City/town', 'start_offset': 105, 'end_offset': 111}\n",
            "{'text': 'TX', 'type': 'State', 'start_offset': 113, 'end_offset': 115}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Beaumont', 'start': 81, 'end': 89}, {'entity': 'LOC', 'word': 'Port Arthur', 'start': 91, 'end': 102}, {'entity': 'LOC', 'word': 'Orange', 'start': 105, 'end': 111}, {'entity': 'LOC', 'word': 'TX', 'start': 113, 'end': 115}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1703\n",
            "Remember to text HARVEY to 90999 to donate $10 to the Red Cross Hurricane Harvey relief fund. It literally takes seconds.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1704\n",
            "#harvey At least 20 people have died in storm-related incidents, officials said while warning that the toll could rise #Texas #Houston\n",
            "True Locations\n",
            "{'text': 'Texas', 'type': 'State', 'start_offset': 120, 'end_offset': 125}\n",
            "{'text': 'Houston', 'type': 'City/town', 'start_offset': 127, 'end_offset': 134}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 120, 'end': 125}, {'entity': 'LOC', 'word': 'Houston', 'start': 127, 'end': 134}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1705\n",
            "RT @Vidiyallk: #India Govt. responds immediately to #SriLanka Govt request& dispatched 2 ships with relief material Satarday & Sunday #Flo\n",
            "True Locations\n",
            "{'text': 'India', 'type': 'Country', 'start_offset': 16, 'end_offset': 21}\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 53, 'end_offset': 61}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'India', 'start': 16, 'end': 21}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 53, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1706\n",
            "Medical camp at Mathugama today.  #FloodSL @ippfsar #srhr #volunteers\n",
            "True Locations\n",
            "{'text': 'Mathugama', 'type': 'City/town', 'start_offset': 16, 'end_offset': 25}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mathugama', 'start': 16, 'end': 25}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1707\n",
            "Maldives offers financial assistance to flood hit Sri Lanka\n",
            "True Locations\n",
            "{'text': 'Sri Lanka', 'type': 'Country', 'start_offset': 50, 'end_offset': 59}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Maldives', 'start': 0, 'end': 8}, {'entity': 'LOC', 'word': 'Sri Lanka', 'start': 50, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1708\n",
            "@AnoopCilantro @CANSouthAsia The #FloodSL death toll now officially passed 200. Several people missing. Relief operations delayed with intermittent heavy showers\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1709\n",
            "More aid distribution took place in Elapatha DS, #Rathnapura for people affected by floods. Donations made by Manusath Derana #LKA #FloodSL\n",
            "True Locations\n",
            "{'text': 'Elapatha', 'type': 'City/town', 'start_offset': 36, 'end_offset': 44}\n",
            "{'text': 'Rathnapura', 'type': 'City/town', 'start_offset': 50, 'end_offset': 60}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Elapatha', 'start': 36, 'end': 44}, {'entity': 'LOC', 'word': 'Rathnapura', 'start': 50, 'end': 60}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1710\n",
            "#SriLankan Government reconstruct the houses destroyed and damaged by the devastating floods and landslides in the countr #FloodSL\n",
            "True Locations\n",
            "{'text': 'SriLankan', 'type': 'Country', 'start_offset': 1, 'end_offset': 10}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1711\n",
            "RT @royalsaajid: We were able to reach more than 1000 people around #Kalutara district through our #Medical camps ! #FloodSL #kyf\n",
            "True Locations\n",
            "{'text': 'Kalutara', 'type': 'City/town', 'start_offset': 69, 'end_offset': 77}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Kalutara', 'start': 69, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1712\n",
            "DEWN (Disaster Emergency Warning Network) GET ALERTS ON DISASTERS TO YOUR SMARTPHONE #SLFLoods2017 #FloodSL #lka #dmclk #FloodReliefSL\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1713\n",
            "IndianNavy n SL Navy joint medical camp n flood relief operations @ Nagoda Hospital, Kalutara @SushmaSwaraj @indiannavy @ANI_news #FloodSL\n",
            "True Locations\n",
            "{'text': 'Nagoda Hospital', 'type': 'Human-made Point-of-Interest', 'start_offset': 68, 'end_offset': 83}\n",
            "{'text': 'Kalutara', 'type': 'City/town', 'start_offset': 85, 'end_offset': 93}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Nagoda Hospital', 'start': 68, 'end': 83}, {'entity': 'LOC', 'word': 'Kalutara', 'start': 85, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1714\n",
            "RT @ItsYakin: Total package worth Rs. 600 million for 100,000 smallholders in #FloodSL districts, will also replace damaged Tea plants free\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1715\n",
            "Honduras - Deadly Floods in Choluteca After 190 mm Rain in 24 Hours  via @Flood_List #lka #srilanka\n",
            "True Locations\n",
            "{'text': 'Honduras', 'type': 'Country', 'start_offset': 0, 'end_offset': 8}\n",
            "{'text': 'Choluteca', 'type': 'City/town', 'start_offset': 28, 'end_offset': 37}\n",
            "{'text': 'srilanka', 'type': 'Country', 'start_offset': 91, 'end_offset': 99}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Honduras', 'start': 0, 'end': 8}, {'entity': 'LOC', 'word': 'Choluteca', 'start': 28, 'end': 37}, {'entity': 'LOC', 'word': 'srilanka', 'start': 91, 'end': 99}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1716\n",
            "South Korean Actress Lee Young-ae, ‘Changumi’ in Sujatha Diyani has donated US $ 50,000 to #FloodSL Relief efforts #SriLanka -DM #LKA\n",
            "True Locations\n",
            "{'text': 'South Korean', 'type': 'Country', 'start_offset': 0, 'end_offset': 12}\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 116, 'end_offset': 124}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'South Korean', 'start': 0, 'end': 12}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 116, 'end': 124}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1717\n",
            "Pakistan navy ship zulfiquar entered sri lanka ἟1἟0 for humanitarian mission during the recent flood #reliefmissions #pakistannavy ἟5἟0\n",
            "True Locations\n",
            "{'text': 'Pakistan', 'type': 'Country', 'start_offset': 0, 'end_offset': 8}\n",
            "{'text': 'sri lanka', 'type': 'Country', 'start_offset': 37, 'end_offset': 46}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Pakistan', 'start': 0, 'end': 8}, {'entity': 'LOC', 'word': 'sri lanka', 'start': 37, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1718\n",
            "EU provides 300000 euros to flood-hit Sri Lanka  #news\n",
            "True Locations\n",
            "{'text': 'EU', 'type': 'Country', 'start_offset': 0, 'end_offset': 2}\n",
            "{'text': 'Sri Lanka', 'type': 'Country', 'start_offset': 38, 'end_offset': 47}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 38, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1719\n",
            "Over 10 days since #disasters struck #lka, the death toll due to adverse #weather increased to 213; 79 missing #flood #FloodSL\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1720\n",
            "Health Officials Request Public to Drink Boiled Water to avoid Health problems & Diseases that can spread after #FloodSL #LKA #SriLanka\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 127, 'end_offset': 135}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 127, 'end': 135}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1721\n",
            "Fundraising for Sri Lanka Flood Victims  via @gofundme\n",
            "True Locations\n",
            "{'text': 'Sri Lanka', 'type': 'Country', 'start_offset': 16, 'end_offset': 25}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 16, 'end': 25}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1722\n",
            "How much of #FloodSL relief & recovery funding go into @UNSriLankas admin overheads? Isnt it better to donate direct to local charities?\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1723\n",
            "RT @JohnWRendon: #SriLanka: #China dispatches 3 naval vessels in a #SmartPower activity to assist with the flooding that has taken place.\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 18, 'end_offset': 26}\n",
            "{'text': 'China', 'type': 'Country', 'start_offset': 29, 'end_offset': 34}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 18, 'end': 26}, {'entity': 'LOC', 'word': 'China', 'start': 29, 'end': 34}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1724\n",
            "RT @PKKHTweet: Pakistan Navy extends relief activities to flood stricken Srilanka\n",
            "True Locations\n",
            "{'text': 'Pakistan', 'type': 'Country', 'start_offset': 15, 'end_offset': 23}\n",
            "{'text': 'Srilanka', 'type': 'Country', 'start_offset': 73, 'end_offset': 81}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Pakistan', 'start': 15, 'end': 23}, {'entity': 'LOC', 'word': 'Srilanka', 'start': 73, 'end': 81}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1725\n",
            "Medical supplies to overcome health hazards in the flood aftermath form part of Indias relief material #FloodSL @SushmaSwaraj @indiannavy\n",
            "True Locations\n",
            "{'text': 'Indias', 'type': 'Country', 'start_offset': 80, 'end_offset': 86}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1726\n",
            "WHO-MOH assess areas affected by floods in #SriLanka ἟1἟0. Strengthening medical services & providing mental health care is vital. #FloodSL\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'County', 'start_offset': 44, 'end_offset': 52}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 44, 'end': 52}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1727\n",
            ".@UNCERF has released $4m to help 120,000 people in #SriLanka affected by #floods & #landslides. Read it here:\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 53, 'end_offset': 61}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 53, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1728\n",
            "#Pakistan Navy takes part in flood relief activities in Sri Lanka after flood, PNS Zulfiqar is part it #NewsAlertwithSuperwomen\n",
            "True Locations\n",
            "{'text': 'Pakistan', 'type': 'Country', 'start_offset': 1, 'end_offset': 9}\n",
            "{'text': 'Sri Lanka', 'type': 'Country', 'start_offset': 56, 'end_offset': 65}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Pakistan', 'start': 1, 'end': 9}, {'entity': 'LOC', 'word': 'Sri Lanka', 'start': 56, 'end': 65}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1729\n",
            "RT @reliefweb: .@UNmigration to assist #SriLanka Flood & Landslide victims in worst affected areas\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 40, 'end_offset': 48}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 40, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1730\n",
            "#SriLanka #lka #FloodSL Please help\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 1, 'end_offset': 9}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 1, 'end': 9}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1731\n",
            "EU provides satellite maps and €300 000 for humanitarian aid delivery to flood victims in #SriLanka:  #SriLankaFloods\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 91, 'end_offset': 99}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'EU', 'start': 0, 'end': 2}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 91, 'end': 99}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1732\n",
            "Compensation for flood damage; NITF pays Rs. 125 m To learn more @BuyObserver #SundayObserver #FloodSL #FloodRelief\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1733\n",
            "RT @priyatharshan1: Death toll due to adverse weather increased to 224; 78 missing & 698,289 affected: #DMC #lka #FloodSL\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1734\n",
            "RT @MitKat_Advisory: #SriLanka: #Navy continues with rescue and relief efforts in #flood affected areas; Southern Expressway opens for moto\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 22, 'end_offset': 30}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 22, 'end': 30}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1735\n",
            "Galle - Baddegama main road flooded in due the Moragoda Ela water level reached flood level in Dangedara area.#SriLanka #LKA #srilanka #lka\n",
            "True Locations\n",
            "{'text': 'Galle', 'type': 'City/town', 'start_offset': 0, 'end_offset': 5}\n",
            "{'text': 'Baddegama', 'type': 'City/town', 'start_offset': 8, 'end_offset': 17}\n",
            "{'text': 'srilanka', 'type': 'Country', 'start_offset': 126, 'end_offset': 134}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Galle', 'start': 0, 'end': 5}, {'entity': 'LOC', 'word': 'Baddegama', 'start': 8, 'end': 17}, {'entity': 'LOC', 'word': 'Dangedara', 'start': 95, 'end': 104}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 111, 'end': 119}, {'entity': 'LOC', 'word': 'srilanka', 'start': 126, 'end': 134}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1736\n",
            "Floods and landslides in the south-western parts of #SriLanka caused: ➨deaths ➨displacements ➨infrastructure damage\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 53, 'end_offset': 61}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 53, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1737\n",
            "Popular Korean actress donates to flood hit Sri Lanka\n",
            "True Locations\n",
            "{'text': 'Korean', 'type': 'Country', 'start_offset': 8, 'end_offset': 14}\n",
            "{'text': 'Sri Lanka', 'type': 'Country', 'start_offset': 44, 'end_offset': 53}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 44, 'end': 53}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1738\n",
            "RT @maritall: Norway provide NOK 10 million (USD 1,2 million) in flood and landslide relief to Sri Lanka #SLfloods #SriLankaFloods /\n",
            "True Locations\n",
            "{'text': 'Norway', 'type': 'Country', 'start_offset': 14, 'end_offset': 20}\n",
            "{'text': 'Sri Lanka', 'type': 'Country', 'start_offset': 95, 'end_offset': 104}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Norway', 'start': 14, 'end': 20}, {'entity': 'LOC', 'word': 'Sri Lanka', 'start': 95, 'end': 104}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1739\n",
            "USS #LakeErie’s crew continues support for disaster relief efforts following heavy flooding and landslides in #SriLanka\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 111, 'end_offset': 119}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 111, 'end': 119}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1740\n",
            "URGENT : Govt wants people living in hill areas in following places to evacuate immediately because of possible landslide threats #FloodSL\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1741\n",
            "A #Pakistan NGO, @Info_ALKHIDMAT provided the #FloodRelief to the tune of US$25,000 to the recent #FloodSL & landslides victims in #lka\n",
            "True Locations\n",
            "{'text': 'Pakistan', 'type': 'Country', 'start_offset': 3, 'end_offset': 11}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Pakistan', 'start': 3, 'end': 11}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1742\n",
            "RT @RefugeesMedia: Cyclone Mora: Urgent shelter needs in Bangladesh, Myanmar -- @refugees Our latest:\n",
            "True Locations\n",
            "{'text': 'Bangladesh', 'type': 'Country', 'start_offset': 57, 'end_offset': 67}\n",
            "{'text': 'Myanmar', 'type': 'Country', 'start_offset': 69, 'end_offset': 76}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Bangladesh', 'start': 57, 'end': 67}, {'entity': 'LOC', 'word': 'Myanmar', 'start': 69, 'end': 76}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1743\n",
            "Financial donation for flood relief handed over to Secretary  #SriLanka #LK #lka\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 63, 'end_offset': 71}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 63, 'end': 71}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1744\n",
            "US contributes Rs350 mln for Sri Lanka flood relief\n",
            "True Locations\n",
            "{'text': 'US', 'type': 'Country', 'start_offset': 0, 'end_offset': 2}\n",
            "{'text': 'Sri Lanka', 'type': 'Country', 'start_offset': 29, 'end_offset': 38}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 29, 'end': 38}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1745\n",
            "President Maithripala Sirisena made an inspection tour in areas affected by #FloodSL & Landslides in Bulathsinhala #LKA #SriLanka\n",
            "True Locations\n",
            "{'text': 'Bulathsinhala', 'type': 'City/town', 'start_offset': 101, 'end_offset': 114}\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 121, 'end_offset': 129}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Bulathsinhala', 'start': 101, 'end': 114}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 121, 'end': 129}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1746\n",
            "RT @Iyoshan: respect you Skipper @Angelo69Mathews you dedicated this win for the flood victims #SLvsIND #iccchampionstrophy2017 #FloodSL\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1747\n",
            "ἰF Please donate funds for #SriLanka ἟1἟0Worst flooding since 2003. Go to #RedCross Need #HelpforSriLanka #lka #SriLankaFloods #GlobalVillage\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 28, 'end_offset': 36}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 28, 'end': 36}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1748\n",
            "RT @AmanthaP: APPEAL @SLRedCross running low on medical stocks Gampaha, Matara, Galle #FloodSL those who can help pls contact @Mahieash 077\n",
            "True Locations\n",
            "{'text': 'Gampaha', 'type': 'City/town', 'start_offset': 63, 'end_offset': 70}\n",
            "{'text': 'Matara', 'type': 'City/town', 'start_offset': 72, 'end_offset': 78}\n",
            "{'text': 'Galle', 'type': 'City/town', 'start_offset': 80, 'end_offset': 85}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Gampaha', 'start': 63, 'end': 70}, {'entity': 'LOC', 'word': 'Matara', 'start': 72, 'end': 78}, {'entity': 'LOC', 'word': 'Galle', 'start': 80, 'end': 85}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1749\n",
            "#UN appeals for more resources for flood-hit #SriLanka\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 46, 'end_offset': 54}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 46, 'end': 54}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1750\n",
            ".@Google helps #SriLanka Donate to the Center for Disaster Philanthropy to support #FloodSL. The nonprofit will receive 100% of all proceeds\n",
            "True Locations\n",
            "{'text': 'SriLanka', 'type': 'Country', 'start_offset': 16, 'end_offset': 24}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 16, 'end': 24}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1751\n",
            "‘There’s Almost Nothing We Can Do’: Nearly 80 People Killed In Ecuador Earthquake\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 63, 'end_offset': 70}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 63, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1752\n",
            "Retweeted Prashant Rao (@prashantrao): A strong earthquake has struck Ecuador, leaving at least 272 people dead\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 70, 'end_offset': 77}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 70, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1753\n",
            "RT @CBCWorldNews: Ecuador earthquake kills 77, injures hundreds\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 18, 'end_offset': 25}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 18, 'end': 25}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1754\n",
            "RT @DrGaboRebo: Please help #Ecuador donating in this fund created by the @QuitoShapers @GSPanama @globalshapers\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 29, 'end_offset': 36}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 29, 'end': 36}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1755\n",
            "RT @euronews: #Breaking Death toll from #EcuadorEarthquake rises to 233, President Rafael Correa announces\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1756\n",
            "RT @jabmarohom: Lets send our prayers to Ecuador as 233 people have died in a recent earthquake. Praying for their souls and their loved o\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 41, 'end_offset': 48}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 41, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1757\n",
            "RT @tv6tnt: A STATE of emergency has been declared in Ecuador where at least 233 people have died MORE:\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 54, 'end_offset': 61}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 54, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1758\n",
            "RT @AdventistReview: Thank you @ADRAIntl for immediately starting work to provide food and clothing after #EcuadorEarthquake. /\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1759\n",
            "RT @unicefusa: UNICEF staff working to assess needs of children & families affected by the earthquake - more updates to come\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1760\n",
            "RT @nytimesworld: Death toll in Ecuador earthquake rises to 233. It was terrible, such a shock,” witness says  http\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 32, 'end_offset': 39}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 32, 'end': 39}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1761\n",
            "Earthquake kills 272 along devastated Ecuador coast  #Pakistan #News\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 38, 'end_offset': 45}\n",
            "{'text': 'Pakistan', 'type': 'Country', 'start_offset': 54, 'end_offset': 62}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 38, 'end': 45}, {'entity': 'LOC', 'word': 'Pakistan', 'start': 54, 'end': 62}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1762\n",
            "RT @grabiel_ch: You can provide real help to the victims of the #EcuadorEarthquake by donating directly to the Ecuadorean Red Cross: :\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadorean', 'start': 111, 'end': 121}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1763\n",
            "Independent:  Ecuador earthquake death toll rises to 272 with signs of life in much of th\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 14, 'end_offset': 21}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 14, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1764\n",
            "RT @NBCNews: BREAKING: Ecuador earthquake death toll climbs to 233, president says\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 23, 'end_offset': 30}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 23, 'end': 30}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1765\n",
            "RT @FoxNews: UPDATE: Ecuador vice president says death toll in earthquake rises to 77, more than 570 wounded\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 21, 'end_offset': 28}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 21, 'end': 28}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1766\n",
            "DONATE to #Ecuador Red Cross @CruzRojaEcuador @ammado fundraiser to help earthquake victims by clicking here  Thanks.\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 11, 'end_offset': 18}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 11, 'end': 18}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1767\n",
            "@SaraRamirez Ecuador suffered an earthquake that destroyed the coast killed more than 350 people. Help! Please RT\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 13, 'end_offset': 20}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 13, 'end': 20}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1768\n",
            "A student in my class is from Ecuador. I donated to Ecuadors Earthquake Victims  via @gofundme\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 30, 'end_offset': 37}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 30, 'end': 37}, {'entity': 'LOC', 'word': 'Ecuadors', 'start': 52, 'end': 60}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1769\n",
            "RT @AllMilitaryNews: (Stars and Stripes) Aid begins to flow in after earthquake kills 246 in Ecuador: Rescuers pulled sur\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 93, 'end_offset': 100}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 93, 'end': 100}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1770\n",
            "DONATIONS FOR BAHIA DE CARAQUEZ-#EcuadorEarthquake There is not getting much help to Bahia and its also highly affected. phone 593980406289\n",
            "True Locations\n",
            "{'text': 'Bahia', 'type': 'City/town', 'start_offset': 85, 'end_offset': 90}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Bahia', 'start': 85, 'end': 90}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1771\n",
            "@BarackObama @NiallOfficial @Harry_Styles @Louis_Tomlinson @Real_Liam_Payne Ecuador needs help please, i beg u¡\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 76, 'end_offset': 83}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 76, 'end': 83}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1772\n",
            "RT @caseysjournal: Ecuador quake death toll now at 350 after a large number of bodies discovered in Pedernales, one of the worst hit areas.\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 19, 'end_offset': 26}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 19, 'end': 26}, {'entity': 'LOC', 'word': 'Pedernales', 'start': 100, 'end': 110}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1773\n",
            "RT @RT_com: UPDATE: Ecuador earthquake death toll reaches 272 – President Rafael Correa\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 20, 'end_offset': 27}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 20, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1774\n",
            "Please we need supplies ! #EcuadorEarthquake help this country !\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1775\n",
            "RT @EdJoyce: PEDERNALES, Ecuador (@AP) Rescuers pull survivors from rubble after strongest earthquake to hit #Ecuador in decades.\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 25, 'end_offset': 32}\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 110, 'end_offset': 117}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 25, 'end': 32}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 110, 'end': 117}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1776\n",
            "‘Considerable damage’ in Ecuador following deadly 7.8 quake\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 25, 'end_offset': 32}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 25, 'end': 32}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1777\n",
            "RT @EmbajadaEcuCAN: Donations for #EcuadorEarthquake Relief can be made to:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1778\n",
            "RT @SenatorPeralta: If want to cooperate to help victims of Ecuador earthquake, please call my office Monday at 718.205.3881 so we can info\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 60, 'end_offset': 67}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 60, 'end': 67}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1779\n",
            "RT @MariaLuisaMoreo: #EcuadorEarthquake of 7.8 magnitude kills dozens\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1780\n",
            "RT @CaamilaGuerrero: I know this is too much to ask but we need help please donate #EcuadorEarthquake #prayersforEcuador\n",
            "True Locations\n",
            "{'text': 'EcuadorEarthquake', 'type': 'Country', 'start_offset': 84, 'end_offset': 101}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1781\n",
            "A child rescued after 20 hours under the rubble in #Ecuador #PrayforEcuador\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 52, 'end_offset': 59}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 52, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1782\n",
            "Ecuador Earthquake Kills Hundreds in Huge Wave of Collapses  #TerremotoEcuador\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 0, 'end_offset': 7}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1783\n",
            "@Nashgrier sadly, 200 PEOPLE HAD died in Ecuador bc of the Earthquake\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 41, 'end_offset': 48}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 41, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1784\n",
            "Earthquake kills 262 in Ecuador. Our deepest condolences to the victims affected by the earthquake.\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 24, 'end_offset': 31}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 24, 'end': 31}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1785\n",
            "RT @DasMeghna: More than 150,000 children directly affected & in danger after the Ecuador earthquake. Help us help them @UNICEF_uk /\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 82, 'end_offset': 89}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 82, 'end': 89}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1786\n",
            "Ecuador earthquake: 272 people killed, 2,527 injured - CNN GOD HELP- AMEN #Ecuador #earthquake\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 0, 'end_offset': 7}\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 75, 'end_offset': 82}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 75, 'end': 82}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1787\n",
            "RT @XHNews: Video: 7.8-magnitude earthquake rocks Ecuador, at least 28 people killed\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 50, 'end_offset': 57}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 50, 'end': 57}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1788\n",
            "In light of the major earthquake here in Ecuador, for the next week I will ask for 10$/yoga class & donate 100% to relief efforts. ❤️ॐ ❤️\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 41, 'end_offset': 48}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 41, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1789\n",
            "RT @Hearts_Of_Gold: Cuenca, join in on the Ecuador Earthquake Relief effort by giving non pershiable canned foods items or by .\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 43, 'end_offset': 50}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Cuenca', 'start': 20, 'end': 26}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 43, 'end': 50}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1790\n",
            "Let´s help #Ecuador! Click on this link for international and national #donations\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 12, 'end_offset': 19}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 12, 'end': 19}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1791\n",
            "RT @CBSNews: PHOTOS: More than 200 killed after 7.8-magnitude earthquake strikes in Ecuador\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 84, 'end_offset': 91}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 84, 'end': 91}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1792\n",
            "RT @BostonGlobe: Many buildings collapsed in Ecuador earthquake, and death toll could increase past 233\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 45, 'end_offset': 52}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 45, 'end': 52}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1793\n",
            "RT @shababaty: #EcuadorEarthquake Authorities have confirmed a Death Toll of 233 and rising  #PrayForEcuador\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1794\n",
            "Ecuador Earthquake Casualties Rises To 246 Dead And 2,527 Injured: The number of casualties from the big earth\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 0, 'end_offset': 7}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1795\n",
            "RT @ABC: Death toll in Ecuador earthquake rises to 246, with 2,500+ injured, the country’s VP says.\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 23, 'end_offset': 30}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 23, 'end': 30}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1796\n",
            "413 killed by earthquake in Ecuador believe that the figure may aumentar.y 319 aftershocks\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 28, 'end_offset': 35}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 28, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1797\n",
            "Ecuador needs your help. Please head over to our earthquake relief fund by following the link\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 0, 'end_offset': 7}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1798\n",
            "@dylanobrien you can help Ecuador with donation please The country is very bad Ly+\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 26, 'end_offset': 33}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 26, 'end': 33}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1799\n",
            "RT @NBCPhiladelphia: Tragedy in Ecuador: At least 77 people are dead after an earthquake rocked the small country. Details:\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 32, 'end_offset': 39}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 32, 'end': 39}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1800\n",
            "RT @cnnbrk: Death toll climbs to 413 in Ecuador earthquake, officials say; international aid pours in.\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 40, 'end_offset': 47}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 40, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1801\n",
            "Click here to support Help Ecuadors earthquake victims by Jose Chiriboga\n",
            "True Locations\n",
            "{'text': 'Ecuadors', 'type': 'Country', 'start_offset': 27, 'end_offset': 35}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadors', 'start': 27, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1802\n",
            "RT @PressTV: DRONE FOOTAGE: This is what a 7.8 magnitude earthquake can do to a bridge #EcuadorEarthquake\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1803\n",
            "Ecuadoreans show solidarity with earthquake victims: More than 350 people die in 7.8 magnitude quake that prom\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1804\n",
            "RT @unisdr: #EcuadorEarthquake death toll rises to 233, desperate rescue effort underway #switch2sendai\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1805\n",
            "RT @NewsHour: Hundreds killed as powerful earthquake strikes Ecuador\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 61, 'end_offset': 68}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 61, 'end': 68}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1806\n",
            "RT @WSJ: The death toll rose to 350 in the magnitude-7.8 earthquake that struck Ecuador’s coast, officials say\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 80, 'end_offset': 87}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 80, 'end': 87}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1807\n",
            "RT @Reuters: Strong quake hits off coast of Ecuador, tsunami waves possible: Pacific warning center\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 44, 'end_offset': 51}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 44, 'end': 51}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1808\n",
            "RT @bamasevere: 911 center in Machala, Ecuador heavily damaged. #earthquake\n",
            "True Locations\n",
            "{'text': 'Machala', 'type': 'City/town', 'start_offset': 30, 'end_offset': 37}\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 39, 'end_offset': 46}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Machala', 'start': 30, 'end': 37}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 39, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1809\n",
            "Quake in Ecuador, death toll rises to 272 watch details now in 9am bulletin\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 9, 'end_offset': 16}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 9, 'end': 16}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1810\n",
            "RT @PDChina: #Update: Death toll rises to 350 in the M7.8 #EcuadorEarthquake\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1811\n",
            "RT @Spy84Official: Please show your support & donate as I will be doing! #Ecuador needs your help!  @djosesolis all\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 74, 'end_offset': 81}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 74, 'end': 81}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1812\n",
            "RT @EmbajadaEcuUK: @EnnerValencia14 Bank Account in the UK for Earthquake Victims in Ecuador\n",
            "True Locations\n",
            "{'text': 'UK', 'type': 'Country', 'start_offset': 56, 'end_offset': 58}\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 85, 'end_offset': 92}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'UK', 'start': 56, 'end': 58}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 85, 'end': 92}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1813\n",
            "PLEASE HEALP US, WE NEED IT #Ecuador #EcuadorEarthquake\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 29, 'end_offset': 36}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 29, 'end': 36}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1814\n",
            "RT @cnnbrk: Death toll in Ecuador quake jumps to 246; President Correa to arrive Sunday from Vatican.  /\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 26, 'end_offset': 33}\n",
            "{'text': 'Vatican', 'type': 'Country', 'start_offset': 93, 'end_offset': 100}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 26, 'end': 33}, {'entity': 'LOC', 'word': 'Vatican', 'start': 93, 'end': 100}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1815\n",
            "Your donations are coming in! Thank you and lets keep going! #Ecuador needs your support!\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 62, 'end_offset': 69}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 62, 'end': 69}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1816\n",
            "Please donate to the damaged by the earthquake in Ecuador - finchelinthetardis: Yesterday there was a 7.8\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 50, 'end_offset': 57}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 50, 'end': 57}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1817\n",
            "RT @NatGeo: ICYMI: A 7.8-magnitude earthquake struck Ecuador this weekend, leaving hundreds dead.\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 53, 'end_offset': 60}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 53, 'end': 60}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1818\n",
            "Dear friends #Ecuador need your help / Amigos #Ecuador necesita su #ayuda\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 14, 'end_offset': 21}\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 47, 'end_offset': 54}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 14, 'end': 21}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 47, 'end': 54}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1819\n",
            "Help out! Give to Medicines for Ecuadors Earthquake Victims . Raise funds on @generosity\n",
            "True Locations\n",
            "{'text': 'Ecuadors', 'type': 'Country', 'start_offset': 32, 'end_offset': 40}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadors', 'start': 32, 'end': 40}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1820\n",
            "RT @wikileaks: Assange: 7.8 earthquake in #Ecuador kills at least 77--possibly hundreds. Tsunami warning given. The world stands with you E\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 43, 'end_offset': 50}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 43, 'end': 50}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1821\n",
            "Ecuador earthquake death toll rises to 246; 2,527 injured :  (Andes Info - andesecuador)\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 0, 'end_offset': 7}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1822\n",
            "Please Help #Ecuador donate to #redCross, church, anyone who brings stuff to ecuador they need #water #medicines #rescuers\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 13, 'end_offset': 20}\n",
            "{'text': 'ecuador', 'type': 'Country', 'start_offset': 77, 'end_offset': 84}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 13, 'end': 20}, {'entity': 'LOC', 'word': 'ecuador', 'start': 77, 'end': 84}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1823\n",
            "RT @IndiaToday: Powerful 7.8 magnitude #earthquake kills 77 in #Ecuador, #tsunami warning lifted\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 64, 'end_offset': 71}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 64, 'end': 71}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1824\n",
            "RT @Peaceful_intent: When disaster strikes, we help people when they need it most You can help too Support @HumanityRoad\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1825\n",
            "RT @KailaJ93: Please RT to help locate my cousin in Ecuador.\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 52, 'end_offset': 59}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 52, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1826\n",
            "#rt Ecuador quake death toll hits 413: At least 413 people are now known to have died in the earthquak  #follow\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 4, 'end_offset': 11}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 4, 'end': 11}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1827\n",
            "#EcuadorEarthquake @jimmyfallon help our country by telling USA we need help #TerremotoEcuador\n",
            "True Locations\n",
            "{'text': 'USA', 'type': 'Country', 'start_offset': 60, 'end_offset': 63}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'USA', 'start': 60, 'end': 63}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1828\n",
            "RT @carol_liseth: Please help #Ecuador, we really need your help! here are official account details for #internationaldonations\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 31, 'end_offset': 38}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 31, 'end': 38}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1829\n",
            "Official death toll now 233, says President Correa of Ecuador. Expect the number to keep rising. #EcuadorEarthquake\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 54, 'end_offset': 61}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 54, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1830\n",
            "RT @EmbajadaEcuUSA: ATTENTION: donations for the victims of #Ecuador can be made using the accounts in this link >>\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 61, 'end_offset': 68}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 61, 'end': 68}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1831\n",
            "@TheEllenShow Ecuador needs the help of everyone. Please!\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 14, 'end_offset': 21}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 14, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1832\n",
            "RT @CBSEveningNews: WATCH: 7.8 earthquake rocks Ecuador leaving more than 350 dead & several hundred injured.\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 48, 'end_offset': 55}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 48, 'end': 55}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1833\n",
            "RT @ReportUK: Ecuador earthquake death toll jumps as daylight reveals scale of devastation.\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 14, 'end_offset': 21}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 14, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1834\n",
            "Ecuador need help donate pleaseὢDὢD #EcuadorEarthquake\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 0, 'end_offset': 7}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1835\n",
            "RT @GroB_Marc: #EcuadorEarthquake 800 volunteers activated by @cruzrojaecuador ->supporting search and rescue activities.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1836\n",
            "RT @michelleAC1: People abroad can donate now  @QuitoShapers @globalshapers #Ecuador #earthquake\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 77, 'end_offset': 84}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 77, 'end': 84}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1837\n",
            "RT UNICEF: Were appealing for $1m to meet immediate needs of #EcuadorEarthquake-affected children  unicefecuador\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1838\n",
            "RT @Report24CA: 2 Canadians among 233 Ecuador earthquake victims #D17\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 38, 'end_offset': 45}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 38, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1839\n",
            "RT @worldvisioncan: Death toll continues to rise after #EcuadorEarthquake. Now at 233. Sending thoughts and prayers to those affected.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1840\n",
            "Aftermath of Ecuadors 7.8 earthquake. Rescue workers pictured here are in Tarqui, Manta\n",
            "True Locations\n",
            "{'text': 'Ecuadors', 'type': 'Country', 'start_offset': 13, 'end_offset': 21}\n",
            "{'text': 'Manta', 'type': 'City/town', 'start_offset': 82, 'end_offset': 87}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadors', 'start': 13, 'end': 21}, {'entity': 'LOC', 'word': 'Tarqui', 'start': 74, 'end': 80}, {'entity': 'LOC', 'word': 'Manta', 'start': 82, 'end': 87}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1841\n",
            "RT @itvnews: Ecuador earthquake latest: *77 dead, presidents office says *National emergency declared\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 13, 'end_offset': 20}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 13, 'end': 20}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1842\n",
            "RT @egirrrlie: Powerful magnitude 7.8 earthquake strikes Ecuador 77 dead Villages totally devastated\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 57, 'end_offset': 64}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 57, 'end': 64}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1843\n",
            "RT @PlanGlobal: The majority of our houses have been damaged. The terrace in a colleague’s house collapsed. #EcuadorEarthquake .\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1844\n",
            "@TheEllenShow Ellen, the great humanitarian, I ❤, respect n admire u.Will u please encourage donations 4 #EcuadorEarthquake victims? We need\n",
            "True Locations\n",
            "{'text': 'EcuadorEarthquake', 'type': 'Country', 'start_offset': 106, 'end_offset': 123}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1845\n",
            "RT @HerediaCarla: It is time to help! My friend Jilly is doing this campaign to help those in need after the earthquake in #Ecuador\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 124, 'end_offset': 131}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 124, 'end': 131}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1846\n",
            "RT: @hannahdreier :Death toll from Ecuador earthquake jumps to 350. In some towns, 90% of buildings collapsed\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 35, 'end_offset': 42}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 35, 'end': 42}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1847\n",
            "Latest: Ecuador quake damage could hit $1B; and other MoneyWatch headlines\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 8, 'end_offset': 15}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 8, 'end': 15}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1848\n",
            "RT @Federation: #Ecuador: we anticipate urgent health needs in communities affected by #EcuadorEarthquake\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 17, 'end_offset': 24}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 17, 'end': 24}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1849\n",
            "President of #Ecuador tweets death toll from #earthquake is now 233\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 14, 'end_offset': 21}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 14, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1850\n",
            "Death toll expected to rise after earthquake rocks Ecuador: Death toll expected to rise after earthquake rocks\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 51, 'end_offset': 58}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 51, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1851\n",
            "This crowdfunding campaign by @QuitoShapers will be a second wave of relief to victims of the #SismoEcuador! Donate:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1852\n",
            "RT @breakingweather: Death toll continues to climb after 7.8-magnitude quake in Ecuador:\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 80, 'end_offset': 87}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 80, 'end': 87}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1853\n",
            "car & Overpass #EARTHQUAKE in Ecuador upgraded to 7.8 magnituden .2016 #Manabí #ecuador #BREAKING #earthquake\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 30, 'end_offset': 37}\n",
            "{'text': 'Manabí', 'type': 'State', 'start_offset': 72, 'end_offset': 78}\n",
            "{'text': 'ecuador', 'type': 'Country', 'start_offset': 80, 'end_offset': 87}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 30, 'end': 37}, {'entity': 'LOC', 'word': 'Manabí', 'start': 72, 'end': 78}, {'entity': 'LOC', 'word': 'ecuador', 'start': 80, 'end': 87}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1854\n",
            "Ecuador earthquake: Rubble combed as death toll soars: President says almost 300 people dead and many   #AJNews\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 0, 'end_offset': 7}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1855\n",
            "Death toll from a powerful earthquake in Ecuador rises to 238  #marketing #socialmedia & #random #news\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 41, 'end_offset': 48}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 41, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1856\n",
            "RT @wendykopp: .@EnsenaEcuador just finished training in Guayaquil on Friday. All are fine, though sadly there is a lot of destruction in t\n",
            "True Locations\n",
            "{'text': 'Guayaquil', 'type': 'City/town', 'start_offset': 57, 'end_offset': 66}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Guayaquil', 'start': 57, 'end': 66}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1857\n",
            "Video, photos show massive damage in aftermath of Ecuador earthquake\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 50, 'end_offset': 57}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 50, 'end': 57}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1858\n",
            "RT @israel_flash: ✡ #Israel #21C broadcast by #TheIsraelCompany✡: Israeli aid teams join relief operations in Japan, Ecuador\n",
            "True Locations\n",
            "{'text': 'Israel', 'type': 'Country', 'start_offset': 21, 'end_offset': 27}\n",
            "{'text': 'Japan', 'type': 'Country', 'start_offset': 110, 'end_offset': 115}\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 117, 'end_offset': 124}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Israel', 'start': 21, 'end': 27}, {'entity': 'LOC', 'word': 'Japan', 'start': 110, 'end': 115}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 117, 'end': 124}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1859\n",
            "RT @PlanGlobal: #EcuadorEarthquake: We are ready to coordinate with partners and support affected children and their families:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1860\n",
            "RT @jasonagastrich: The 7.8-magnitude earthquake that hit Ecuador has killed 272 people and injured more than 2,000. See video.\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 58, 'end_offset': 65}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 58, 'end': 65}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1861\n",
            "Ecuador Needs your help! #ecuador #ecuadorearthquake #TerremotoEcuador #terremoto\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 0, 'end_offset': 7}\n",
            "{'text': 'ecuador', 'type': 'Country', 'start_offset': 26, 'end_offset': 33}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}, {'entity': 'LOC', 'word': 'ecuador', 'start': 26, 'end': 33}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1862\n",
            "RT @Defense_Squadd: VIDEO & PHOTOS: Magnitude-7.8 Earthquake Claims over 77 Lives in Ecuador  #ISIS #islamicstate\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 85, 'end_offset': 92}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 85, 'end': 92}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1863\n",
            "RT @AngelaJett: Quake kills 272 along devastated Ecuador coast. In Ecuadors largest city, Guayaquil, rubble lay in the streets\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 49, 'end_offset': 56}\n",
            "{'text': 'Guayaquil', 'type': 'City/town', 'start_offset': 90, 'end_offset': 99}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 49, 'end': 56}, {'entity': 'LOC', 'word': 'Ecuadors', 'start': 67, 'end': 75}, {'entity': 'LOC', 'word': 'Guayaquil', 'start': 90, 'end': 99}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1864\n",
            "@BrunoMars @ActuallyNPH @EmWatson @RobertsEmma plz! Spread the word about the #EcuadorEarthquake donations can be made via UNICEF and UNDP\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1865\n",
            "(#LosDelSonido) Death Toll in Ecuador Rises to 233 After Earthquake: Thousands of armed forces personnel were dispatche (#IvanBerroa)\n",
            "True Locations\n",
            "{'text': 'Ecuador', 'type': 'Country', 'start_offset': 30, 'end_offset': 37}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 30, 'end': 37}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1866\n",
            "RT @Stanford: On this day in 1906, a 7.8-magnitude earthquake struck the Bay Area, causing major damage to campus. #Stanford125\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Bay Area', 'start': 73, 'end': 81}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1867\n",
            "RT @PaulaAbdul: Im so grateful for the doctors, nurses, rescue workers, volunteers &ANYONE helping & being of service during this crisis.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1868\n",
            "Exhausting day in the job covering devastating #earthquake - destroyed town of Pescara Del Tronto #ItalyEarthquake\n",
            "True Locations\n",
            "{'text': 'Pescara Del Tronto', 'type': 'City/town', 'start_offset': 79, 'end_offset': 97}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Pescara Del Tronto', 'start': 79, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1869\n",
            "RT @INBHF: Money @INBHF raises from now until Sept 1 will be donated to @crocerossa for #ItalyEarthquake Please donate today! /\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1870\n",
            "RT @worldnewsdotcom: #Italy declares state of emergency in region hit by #earthquake #ItalyEarthquake\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 22, 'end_offset': 27}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 22, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1871\n",
            "RT @whosurtwit: #terremoto #ItalyEarthquake #CNN Italys Civil Protection Department now saying death toll is 247\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italys', 'start': 49, 'end': 55}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1872\n",
            "RT @savechildrenaus: #ItalyEarthquake: Aftershocks hampering rescue efforts, death toll hits 250\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1873\n",
            "RT @Bellisario85s: You can help Italy by donating 2€ with this text, just like I did. Please spread the word ὤFἿC #PrayForItaly\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 32, 'end_offset': 37}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 32, 'end': 37}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1874\n",
            "Ways to donate to the Italian earthquake relief fund at the end of this article\n",
            "True Locations\n",
            "{'text': 'Italian', 'type': 'Country', 'start_offset': 22, 'end_offset': 29}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1875\n",
            "RT @davidshukmanbbc: When an entire village collapsed. Shocking drone video of Pescara del Tronto. #ItalyEarthquake\n",
            "True Locations\n",
            "{'text': 'Pescara del Tronto', 'type': 'City/town', 'start_offset': 79, 'end_offset': 97}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Pescara del Tronto', 'start': 79, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1876\n",
            "You can also donate via #paypal follow @crocerossa to know more #ItalyEarthquake #terremoto\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1877\n",
            "RT @cnni: JUST IN: Death toll in #ItalyEarthquake is now at 73, according to the Civil Protection Agency #terremoto\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1878\n",
            "The frantic efforts to rescue two British families caught up in the #ItalyEarthquake\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1879\n",
            "I love my company globally gathering funds for the people affected by the earthquake. Please donate! #AOLGivesback\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1880\n",
            "RT @_Nico_Piro_: #ItalyEarthquake powerful aftershock still rocking quale hit area. On patrol with Italian Rangers @corpoforestale /\n",
            "True Locations\n",
            "{'text': 'Italian', 'type': 'Country', 'start_offset': 99, 'end_offset': 106}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1881\n",
            "Death toll in #ItalyEarthquake rises to 267 overnight, Italian Civil Protection Department tells @NBCNews\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1882\n",
            "RT @CRThomasPhD: If you are in central Italy: please donate blood. Turn your WiFi to OPEN (no password). Volunteer. Help if you can. #Italy\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 39, 'end_offset': 44}\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 134, 'end_offset': 139}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 39, 'end': 44}, {'entity': 'LOC', 'word': 'Italy', 'start': 134, 'end': 139}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1883\n",
            "RT @love4smoldy: Also check out how to help the victims in Italy,you can donate to the Italian red cross at ❤️\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 59, 'end_offset': 64}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy,you', 'start': 59, 'end': 68}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1884\n",
            "Death toll in Italy earthquake rises to 247, civil protection agency says (via @AP) #ItalyEarthquake #PrayforItaly\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 14, 'end_offset': 19}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 14, 'end': 19}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1885\n",
            "this morning the victims were 38 but now theyre more than 70 an the number keeps growing #PrayForItaly\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1886\n",
            "RT @EldestDamon: If you can help donate to @crocerossa click the link below or RT #ItalyEarthquake\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1887\n",
            "RT @ItalyUN_NY: Stories of solidarity: during #ItalyEarthquake Italy-hosted #migrants rushed to join rescue efforts #WithRefugees\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 63, 'end_offset': 68}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1888\n",
            "RT @lookatf: #EDMFamily send an SMS to donate 2€ for #ItalyEarthquake #TerremotoItalia #PrayForItaly text to 45500\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1889\n",
            "RT @AzadiRojava: #Terremoto earthquake took so many lives. A black day for the Italian people.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1890\n",
            "to assist in rescue and relief operations, in coordination with Italy’s Civilian Protection agency. #ItalyEarthquake\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 64, 'end_offset': 69}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 64, 'end': 69}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1891\n",
            "RT @niaforg: If youd like to make a donation to NIAFs Relief Fund benefiting the victims of the #ItalyEarthquake, go to:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1892\n",
            "RT @HuffingtonPost: Death toll from #ItalyEarthquake jumps to nearly 250\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1893\n",
            "RT @AnnSchneible: Italian Bishops Conference will be taking up a parish collection on 18 Sept to help the victims of the #ItalyEarthquake.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1894\n",
            "RT @tameryazar: a resident carries a pram among damaged buildings after the earthquake hit #Amatrice , #Italy ! #ItalyEarthquake\n",
            "True Locations\n",
            "{'text': 'Amatrice', 'type': 'City/town', 'start_offset': 92, 'end_offset': 100}\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 104, 'end_offset': 109}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 92, 'end': 100}, {'entity': 'LOC', 'word': 'Italy', 'start': 104, 'end': 109}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1895\n",
            "RT @TheSun: Death toll is expected to rise as rescuers hear voices under the rubble #ItalyEarthquake\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1896\n",
            "RT @xinjavaddsarms: Please everyone donate to 45500 Please Its important Help families Who need it #PrayForItaly\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1897\n",
            "At least 247 people died in #ItalyEarthquake. Saying that there will sadly be another update later.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1898\n",
            "@ShawnMendes spread to your fans the news! text the number 45500 to donate to the families who got hurt by the earthquake! ἞E἟9 #PrayForItaly\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1899\n",
            "Death toll of #ItalyEarthquake rised to 120. And counting, according to PM @matteorenzi who just had a meeting with search&rescue team\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1900\n",
            "120 victims now and I just want to cry.. #PrayForItaly\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1901\n",
            "RT @RefugeesChief: Solidarity w/people affected by #ItalyEarthquake, and w/rescue efforts by government & volunteers. @matteorenzi /\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1902\n",
            "RT @foodiamo: Donate for #ItalyEarthquake relief! Then donate more by getting #pasta from here:  #Amatrice\n",
            "True Locations\n",
            "{'text': 'Amatrice', 'type': 'City/town', 'start_offset': 98, 'end_offset': 106}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 98, 'end': 106}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1903\n",
            "RT @khanamok: Donate to @IRWorldwide, on the ground in #ItalyEarthquake region:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1904\n",
            "RT @domenicacooks: Some links to donate to the #ItalyEarthquake relief effort. Please share others if you have them:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1905\n",
            "Hopes Dim for Survivors of Italy Quake; Death Toll Stands at 267 #ItalyEarthquake\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 27, 'end_offset': 32}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 27, 'end': 32}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1906\n",
            "RT @Hopeesperanz: italyEarthquake UNITA CINOFILE #CanineTeams were very grateful to the dogs 4 their help to #rescue people.NotFood http\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1907\n",
            "View over pool and past roses to house of British family killed in Sommati #ItalyEarthquake\n",
            "True Locations\n",
            "{'text': 'British', 'type': 'Country', 'start_offset': 42, 'end_offset': 49}\n",
            "{'text': 'Sommati', 'type': 'State', 'start_offset': 67, 'end_offset': 74}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sommati', 'start': 67, 'end': 74}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1908\n",
            "RT @braddancingtto: text or call 45500 to donate. It only takes u one second. Think about all the families that today have lost everything\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1909\n",
            "The death toll is 267, new collapse #earthquake #ItalyEarthquake #TerremotoItalia #solidarieta e #bastastronzate\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1910\n",
            "Still extracting bodies from under the rubble, setting up tents, providing water in #Amatrice, #ItalyEarthquake\n",
            "True Locations\n",
            "{'text': 'Amatrice', 'type': 'City/town', 'start_offset': 85, 'end_offset': 93}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 85, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1911\n",
            "RT @naathanscott: italian olympics are donating their medals gain to the victims, so proud! #olympics #rio2016 #ItalyEarthquake .\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1912\n",
            "RT @kemrichardson7: A nun sits by person killed in #ItalyEarthquake At least 120 people dead More @ 5 @ABC7NY\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1913\n",
            "@GraysonDolan @EthanDolan please Italy needs lot of help: tell people to donate 2€ by texting or calling 45500 thanks #PrayForItaly\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 33, 'end_offset': 38}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 33, 'end': 38}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1914\n",
            "RT @WilliamsJon: Drone shows damage around #Amatrice as rescue crews work to find survivors. #ItalyEarthquake (via @emergenzavvf)\n",
            "True Locations\n",
            "{'text': 'Amatrice', 'type': 'City/town', 'start_offset': 44, 'end_offset': 52}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 44, 'end': 52}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1915\n",
            "Can you help Italy? Please, send a message to 45500. #ItalyEarthquake #PrayForItaly\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 13, 'end_offset': 18}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 13, 'end': 18}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1916\n",
            "For all who asked how to donate or help the rescue teams in #ItalyEarthquake please share the donation info here\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1917\n",
            "I was told Volunteers of Protezione Civile removed stones with hands, they need proper tools to remove heavy river stones #ItalyEarthquake\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1918\n",
            "Prosecutors begin inquiry into #italyEarthquake - asking why did quake proof school at #Amatrice & others collapse\n",
            "True Locations\n",
            "{'text': 'Amatrice', 'type': 'City/town', 'start_offset': 88, 'end_offset': 96}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 88, 'end': 96}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1919\n",
            "Unfortunately here in Italy is a bad day, the earthquake because many dead ὡ4 #Prayforitaly @TeriPolo1\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 22, 'end_offset': 27}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 22, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1920\n",
            "RT @brianmaycom: .@BBCNews - Earthquake strikes central Italy - at 3.30AM - some buildings had collapsed. #italyeart\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 56, 'end_offset': 61}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 56, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1921\n",
            "@Madonna Here in Italy, an earthquake affected Lazio, Marche and Umbria. #PrayForItaly\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 17, 'end_offset': 22}\n",
            "{'text': 'Lazio', 'type': 'City/town', 'start_offset': 47, 'end_offset': 52}\n",
            "{'text': 'Marche', 'type': 'City/town', 'start_offset': 54, 'end_offset': 60}\n",
            "{'text': 'Umbria', 'type': 'City/town', 'start_offset': 65, 'end_offset': 71}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 17, 'end': 22}, {'entity': 'LOC', 'word': 'Lazio', 'start': 47, 'end': 52}, {'entity': 'LOC', 'word': 'Marche', 'start': 54, 'end': 60}, {'entity': 'LOC', 'word': 'Umbria', 'start': 65, 'end': 71}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1922\n",
            "My country needs you. Please help us donate 2€ by calling or texting 45500. #prayforitaly\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1923\n",
            "UPDATE: death toll rises to 120 in 6.2 magnitude #ItalyEarthquake\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1924\n",
            "RT @cctvnews: #UPDATE Death toll from #ItalyEarthquake rises to 281; state funeral for around 40 victims planned for Saturday /\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1925\n",
            "RT @SiasRasp: How to Help Victims of the Earthquake in Italy #PrayForItaly\n",
            "True Locations\n",
            "{'text': 'Italy', 'type': 'Country', 'start_offset': 55, 'end_offset': 60}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 55, 'end': 60}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1926\n",
            "If youre looking for legitimate relief organizations to help those affected by the CA fires, I found this link: How to Help Those Affected by California Wildfires - Consumer Reports\n",
            "True Locations\n",
            "{'text': 'CA', 'type': 'State', 'start_offset': 83, 'end_offset': 85}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 142, 'end_offset': 152}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'CA', 'start': 83, 'end': 85}, {'entity': 'LOC', 'word': 'California', 'start': 142, 'end': 152}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1927\n",
            "Like so many things, the destruction of Californias massive Camp fire was less natural, more man made. The Camp fire burned homes but left trees standing.\n",
            "True Locations\n",
            "{'text': 'Californias', 'type': 'State', 'start_offset': 40, 'end_offset': 51}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 40, 'end': 51}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1928\n",
            "Officials say 563 people are still unaccounted for and at least 84 people have died.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1929\n",
            "The wait for Paradise: From young to old, evacuees displaced by the #campfire endure another restless & cold night in their cars, container trucks & tents, at the Walmart parking lot in Chico, Calif.\n",
            "True Locations\n",
            "{'text': 'Chico', 'type': 'City/town', 'start_offset': 186, 'end_offset': 191}\n",
            "{'text': 'Calif.', 'type': 'State', 'start_offset': 193, 'end_offset': 199}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Chico', 'start': 186, 'end': 191}, {'entity': 'LOC', 'word': 'Calif', 'start': 193, 'end': 198}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1930\n",
            "BREAKING: Camp Fire death toll increases to 88 (Via KRON4 News)\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1931\n",
            "With the help of steady rain, firefighters have nearly contained the devastating Camp Fire blaze that’s killed 84 and destroyed thousands of homes in Northern California, but responders are still searching for hundreds of missing people and struggling to\n",
            "True Locations\n",
            "{'text': 'Northern California', 'type': 'State', 'start_offset': 150, 'end_offset': 169}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 159, 'end': 169}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1932\n",
            "Team 2840 springing into action to help our fellow orange blooded associates who have been impacted by the California wild fires. #letsdothis #thecello #GivingTuesday #OrangeSupport4CA\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 107, 'end_offset': 117}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 107, 'end': 117}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1933\n",
            "Wow, what a fucking moronthese fires are destroying ACRES of land, homes, history, and its not like it can just be pieced back together by construction crewsit will take DECADES for nature to heal\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1934\n",
            "RT @cmartinhicks: How to Help Those Affected by the California Fires, via @nytimes\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 52, 'end_offset': 62}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 52, 'end': 62}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1935\n",
            "#DEVELOPING: Death toll rises to 66 total from both #wildfires burning in #California. Hundreds listed as missing  @WDTN #CaliforniaWildfires #CampFire #WoolseyFire\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 75, 'end_offset': 85}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 75, 'end': 85}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1936\n",
            "WATCH: Over the weekend, a firefighter in Paradise, California saved an American flag from the rubble of a home destroyed in the Camp Fire in Northern California, and wrapped the flag around a mailbox nearby.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 52, 'end_offset': 62}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 151, 'end_offset': 161}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 52, 'end': 62}, {'entity': 'LOC', 'word': 'California', 'start': 151, 'end': 161}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1937\n",
            "Firefighters from all over #Houston are coming home early from fighting #California wildfires. These guys are from Montgomery County, fighting the #WoolseyFire. Home just in time for #Thanksgiving. #KHOU11\n",
            "True Locations\n",
            "{'text': 'Houston', 'type': 'City/town', 'start_offset': 28, 'end_offset': 35}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 73, 'end_offset': 83}\n",
            "{'text': 'Montgomery County', 'type': 'County', 'start_offset': 115, 'end_offset': 132}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 28, 'end': 35}, {'entity': 'LOC', 'word': 'California', 'start': 73, 'end': 83}, {'entity': 'LOC', 'word': 'Montgomery County', 'start': 115, 'end': 132}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1938\n",
            "The #CaliforniaFires to date: -44 people dead -200+ people missing -6,000 buildings destroyed -200,000 acres burned Learn more:  #ClimateChange\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1939\n",
            "RT @TheRickyDavila: Aaron Rogers, quarterback for the Green Bay Packers, will be donating $1,000,000 to help the victims of the California\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 128, 'end_offset': 138}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 128, 'end': 138}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1940\n",
            "To make the housing crisis worse in California, the recent fires have destroyed 6,522 residences and 260 commercial structures. Estimated rebuild costs are in excess of $18 Billion. If you want to learn more, check out this article!\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 36, 'end_offset': 46}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 36, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1941\n",
            "The nations deadliest wildfire in a century has killed at least 84 people, and 475 are on a list of those reported missing.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1942\n",
            "Malibu lifts some mandatory evacuation orders\n",
            "True Locations\n",
            "{'text': 'Malibu', 'type': 'City/town', 'start_offset': 0, 'end_offset': 6}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Malibu', 'start': 0, 'end': 6}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1943\n",
            "Paradise, California has released the complete list of all residences destroyed within city limits. There is no word on it Butte County is going to follow suit and release a similar list.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 10, 'end_offset': 20}\n",
            "{'text': 'Butte County', 'type': 'County', 'start_offset': 123, 'end_offset': 135}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 10, 'end': 20}, {'entity': 'LOC', 'word': 'Butte County', 'start': 123, 'end': 135}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1944\n",
            "@RealJamesWoods @Twitter @fema @RedCross @ARCGoldCountry would be the local Red Cross for the Camp fire, and they could use the support. @RealJamesWoods there are many volunteers who dedicate their lives to helping people, and all year long, for many years. The tragedy of fire just keeps getting worse.\n",
            "True Locations\n",
            "{'text': 'Red Cross', 'type': 'Human-made Point-of-Interest', 'start_offset': 76, 'end_offset': 85}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1945\n",
            "They drove through hell. Without these educators, the death toll would have been even higher. These communities have been devastated. Please help. Please donate. Link:  #CaliforniaFire #TBATs\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1946\n",
            "RT @TRTWorldNow: The deadliest and most destructive fire in the US state of California’s history that killed at least 87 people is finally brought under control by firefighters\n",
            "True Locations\n",
            "{'text': 'US', 'type': 'Country', 'start_offset': 64, 'end_offset': 66}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 76, 'end_offset': 86}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'US', 'start': 64, 'end': 66}, {'entity': 'LOC', 'word': 'California', 'start': 76, 'end': 86}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1947\n",
            "Hello friends! #WJZ@11 is minutes away. We’re talking about the travel forecast ahead of #Thanksgiving!!! Also, the death toll as sadly risen after the California wildfires. Streaming: @wjz.com\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 152, 'end_offset': 162}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 152, 'end': 162}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1948\n",
            "25 DEAD IN CALIFORNIA WILDFIRES. THIS WAS THE FEAR: The death toll in the wildfire that tore through a Northern California community has risen to 23. Sheriff’s officials say\n",
            "True Locations\n",
            "{'text': 'CALIFORNIA', 'type': 'State', 'start_offset': 11, 'end_offset': 21}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 112, 'end_offset': 122}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'CALIFORNIA', 'start': 11, 'end': 21}, {'entity': 'LOC', 'word': 'California', 'start': 112, 'end': 122}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1949\n",
            "@Gintonious Simply bc a people R isolated doesnt constitute happy or peaceful. That reminds me of the green philosophy of leaving a forest unmanaged bc its natural, but it results in forest fires note California, Washington & Oregon in USA. Theyre a fierce ppl who may need help.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 201, 'end_offset': 211}\n",
            "{'text': 'Washington', 'type': 'State', 'start_offset': 213, 'end_offset': 223}\n",
            "{'text': 'Oregon', 'type': 'State', 'start_offset': 226, 'end_offset': 232}\n",
            "{'text': 'USA', 'type': 'Country', 'start_offset': 236, 'end_offset': 239}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 201, 'end': 211}, {'entity': 'LOC', 'word': 'Washington', 'start': 213, 'end': 223}, {'entity': 'LOC', 'word': 'Oregon', 'start': 226, 'end': 232}, {'entity': 'LOC', 'word': 'USA', 'start': 236, 'end': 239}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1950\n",
            "The deadliest wildfires in the history of the US continue to rage through the state of California. At least 44 have been killed and hundreds remain missing\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 87, 'end_offset': 97}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'US', 'start': 46, 'end': 48}, {'entity': 'LOC', 'word': 'California', 'start': 87, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1951\n",
            "At that moment, I could tell that these people were in need for very basic items that we have every day,” said Samreet Kaur, social media and supplies manager of Bhagat Puran Singh Health Initiative, on her visit to an evacuation shelter in Oroville.\n",
            "True Locations\n",
            "{'text': 'Oroville', 'type': 'City/town', 'start_offset': 241, 'end_offset': 249}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Oroville', 'start': 241, 'end': 249}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1952\n",
            "Death toll hits 25 from wildfires at both ends of California, will likely rise  Thinking of all of my friends who call LA home and the firefighters who are working so hard to contain these fires.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 50, 'end_offset': 60}\n",
            "{'text': 'LA', 'type': 'City/town', 'start_offset': 119, 'end_offset': 121}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 50, 'end': 60}, {'entity': 'LOC', 'word': 'LA', 'start': 119, 'end': 121}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1953\n",
            "Sandra Bullock donates big to help save animals from California fires @CNN  Thank you Sandra! You are a true hero.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 53, 'end_offset': 63}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 53, 'end': 63}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1954\n",
            "#DEATH #TOLL IN #WILDFIRE IN #NORTHERN #CALIFORNIA IN #US #CLIMBER TO 76\n",
            "True Locations\n",
            "{'text': 'CALIFORNIA', 'type': 'State', 'start_offset': 40, 'end_offset': 50}\n",
            "{'text': 'US', 'type': 'Country', 'start_offset': 55, 'end_offset': 57}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'CALIFORNIA', 'start': 40, 'end': 50}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1955\n",
            "Death Toll in Northern California Wildfire Hits 76 With Nearly 1,300 Missing.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 23, 'end_offset': 33}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 23, 'end': 33}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1956\n",
            "Death toll up to at least 23 in California town devastated by wildfire: Residents who stayed behind pick through remain of Paradise, where thousands of structures burned to the ground in most destructive blaze in state history  TimesofIsrael\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 32, 'end_offset': 42}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 32, 'end': 42}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1957\n",
            "Death toll in California wildfires climbs to 44 - NPRὪ8HORRENDOUS death toll now 44ὣ3‼️\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 14, 'end_offset': 24}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 14, 'end': 24}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1958\n",
            "Forest fires? He definitely needs something! To be kind, Im calling it a geography lesson. (Meanwhile, more than 200,000 people were forced from their homes in opulent communities where some folks actually voted for @realDonaldTrump He should face mandatory evacuation.)\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1959\n",
            "California fires have left toxic wasteland with 80 dead, nearly 1,300 missing\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 0, 'end_offset': 10}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1960\n",
            "Lots of our friends live in the path of these wildfires that are ravaging the state today. Many of them are being evacuated right now. Remember to pray for the people affected by this. It’s terrifying:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1961\n",
            "Number of missing in California wildfires jumps to 631 - Sky News\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 21, 'end_offset': 31}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 21, 'end': 31}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1962\n",
            "1/4million Californians evacuated from WINTER (!!) forest fires! 999 Climate Emergency. Another reason 4 #ExtinctionRevolution Nov17th Parliament Sq.  via @msnbc\n",
            "True Locations\n",
            "{'text': 'Californians', 'type': 'State', 'start_offset': 11, 'end_offset': 23}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1963\n",
            "Weve pledged to start brewing @SierraNevadas #ResilienceIPA today to benefit those affected by the fires in Northern California. This West Coast-style IPA will be available to drink soon and 100% of the proceeds will go to the Sierra Nevada Brewing Camp Fire Relief fund.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 117, 'end_offset': 127}\n",
            "{'text': 'Sierra Nevada', 'type': 'Natural Point-of-Interest', 'start_offset': 227, 'end_offset': 240}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 117, 'end': 127}, {'entity': 'LOC', 'word': 'Sierra Nevada', 'start': 227, 'end': 240}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1964\n",
            "BREAKING: 63 confirmed dead; 631 people still missing in Northern Californias #CampFire\n",
            "True Locations\n",
            "{'text': 'Californias', 'type': 'State', 'start_offset': 66, 'end_offset': 77}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 66, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1965\n",
            "The death toll in Northern Californias #CampFire has increased to 81. Rain today could significantly hamper recovery efforts.\n",
            "True Locations\n",
            "{'text': 'Californias', 'type': 'State', 'start_offset': 27, 'end_offset': 38}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 27, 'end': 38}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1966\n",
            "RT @JJTaylorFL: Sierra Nevada Brewing to Brew Resilience IPA for Camp Fire Relief  via @brewbound\n",
            "True Locations\n",
            "{'text': 'Sierra Nevada', 'type': 'Natural Point-of-Interest', 'start_offset': 16, 'end_offset': 29}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sierra Nevada', 'start': 16, 'end': 29}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1967\n",
            "The #CampFire in California will the deadliest in the state’s history, claimed 9 lives so far. California’s economy lost $85 billion to wildfires last year. One man was arrested for arson in connection with July’s Cranston fire that raged for two weeks.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 17, 'end_offset': 27}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 95, 'end_offset': 105}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 17, 'end': 27}, {'entity': 'LOC', 'word': 'California', 'start': 95, 'end': 105}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1968\n",
            "RT @ChelseyCrisp: Thank you @nytimes for an honest resource when we’re looking for ways to help. Everyone please give what you can. :\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1969\n",
            "Good Morning Patriots!!! My prayers ὤFἿB this Sunday are for my fellow Americans in California who are victims of raging fires. 80 dead, 1300 missing & 12,000 homes destroyed with displaced residents. God Bless them all.἟A἟8\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 84, 'end_offset': 94}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 84, 'end': 94}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1970\n",
            "But in more important news State Farm is donating a dollar for every time y’all tweet or retweet #Retweet4Good for relief for the victims of the California fires so if y’all would RT this and tweet it y’all selves that would be nice\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 145, 'end_offset': 155}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 145, 'end': 155}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1971\n",
            "Death toll in California fires rises to 31 - KION\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 14, 'end_offset': 24}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 14, 'end': 24}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1972\n",
            "Per BuzzFeed, the Woolsey fire destroyed nearly all of this famous Jewish summer camp but among the structures that survived: a wooden menorah.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1973\n",
            "2 confirmed dead, 100,000 evacuated, 250 homes destroyed, and counting. What does the president,” elected” to preside over ALL US citizens offer? Action? Condolences? Basic human decency? No - a threat.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'US', 'start': 127, 'end': 129}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1974\n",
            "AVAILABLE FOR #CampFire EVACUEES: HORSE SUPPLIES (HAY, GRAIN, PELLETS, HALTERS, TACK, HORSE BLANKETS), MEDICAL SUPPLIES, SUPPLEMENTS, DOG AND CAT FOOD & SUPPLIES. PHONE: 1-530-635-0812 ADDRESS: 44 2ND STREET, #YubaCity, #California #Chico #ChicoCA #Oroville #CaliforniaFires\n",
            "True Locations\n",
            "{'text': '44 2ND STREET', 'type': 'Other locations', 'start_offset': 194, 'end_offset': 207}\n",
            "{'text': 'YubaCity', 'type': 'City/town', 'start_offset': 210, 'end_offset': 218}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 221, 'end_offset': 231}\n",
            "{'text': 'Chico', 'type': 'City/town', 'start_offset': 233, 'end_offset': 238}\n",
            "{'text': 'Oroville', 'type': 'City/town', 'start_offset': 249, 'end_offset': 257}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'YubaCity', 'start': 210, 'end': 218}, {'entity': 'LOC', 'word': 'California', 'start': 221, 'end': 231}, {'entity': 'LOC', 'word': 'Oroville', 'start': 249, 'end': 257}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1975\n",
            "BBC News - California wildfires: Why are so many listed as missing?\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 11, 'end_offset': 21}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 11, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1976\n",
            "Southern California wildfire destroys homes\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 9, 'end_offset': 19}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 9, 'end': 19}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1977\n",
            "At least 29 people are dead in Northern California in one of the deadliest wildfires in the states history. Over 200 people are missing.\n",
            "True Locations\n",
            "{'text': 'Northern California', 'type': 'State', 'start_offset': 31, 'end_offset': 50}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 40, 'end': 50}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1978\n",
            "Heres what @ucdavisvetmed and @UCDavisFire are doing to help victims of the #CampFire — and how you can help, too:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1979\n",
            "This is not the new normal, this is the new abnormal,” says California’s @JerryBrownGov of the Woolsey fires, which have killed 31 so far. Brown attributes the fires to climate change, adding that the chickens are coming home to roost. This is real”\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 60, 'end_offset': 70}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 60, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1980\n",
            "California wildfires: Number of missing leaps to 1,000 as death toll rises to 74 ahead of Trump visit  :Auto pickup by wikyou\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 0, 'end_offset': 10}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1981\n",
            "The California wildfire was contained after burning for 17 days. It destroyed almost 14,000 homes and 5,000 other buildings, and killed 88 people.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 4, 'end_offset': 14}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 4, 'end': 14}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1982\n",
            "Via @ABCNewsὊ5 Camp Fire leaves over 13,000 without homes this Thanksgiving: Fires by the numbers  ✔\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1983\n",
            "Death toll from Northern California fire jumps to 42, making it worst in state history - Los Angeles Times. Are we blaming trump\n",
            "True Locations\n",
            "{'text': 'Northern California', 'type': 'City/town', 'start_offset': 16, 'end_offset': 35}\n",
            "{'text': 'Los Angeles', 'type': 'City/town', 'start_offset': 89, 'end_offset': 100}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 25, 'end': 35}, {'entity': 'LOC', 'word': 'Los Angeles', 'start': 89, 'end': 100}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1984\n",
            "RT @nymets22: Camp Fire death toll rises to 76, sheriff says\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1985\n",
            "We are monitoring the situation closely and are prepared to send additional pet food and litter to organizations throughout California caring for displaced animals. Thousands of people and pets have been displaced as a result of the wildfires.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 124, 'end_offset': 134}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 124, 'end': 134}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1986\n",
            "Fourteen wildfires are burning across California, at least 31 people have been killed\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 38, 'end_offset': 48}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 38, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1987\n",
            "@RealJamesWoods @UncleSamsChild Sad, these fires are horrific, why doesn’t California clear their dead ἳ3. Fire hazards.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 75, 'end_offset': 85}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 75, 'end': 85}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1988\n",
            "Kanye West Donates $500,000 to California Wildfire Relief Kim Kardashian and Kanye Wests home in Hidden Hills, Calif., is still standing after the Woolsey fire threatened to destroy it earlier this month. The 38-year-old Keeping Up With the\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 31, 'end_offset': 41}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 31, 'end': 41}, {'entity': 'LOC', 'word': 'Hidden Hills', 'start': 97, 'end': 109}, {'entity': 'LOC', 'word': 'Calif.', 'start': 111, 'end': 117}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1989\n",
            "OVER 1000 missing people, countless families are HOMELESS! Just think about it for a second and please donate here by buying a cup of coffee or somewhere else! Buy a cup of coffee here ὄ9 Ἑ8100% of the money will go to victims of California Fires!Ἑ8\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 230, 'end_offset': 240}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 230, 'end': 240}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1990\n",
            "While inconceivable, it sounds as if 45’s willing to withhold help from the victims of the CA wildfires. Survivors have lost everything: firefighters are still fighting to save lives! They are entitled to that Aid! Contact @SecNielsen, and tell her to put FEMA in the field NOW!\n",
            "True Locations\n",
            "{'text': 'CA', 'type': 'State', 'start_offset': 91, 'end_offset': 93}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'CA', 'start': 91, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1991\n",
            "We need help in #California! Please, anyone with influence please see if you can get POTUS to sign the darn FEMA request. My god, it isnt a holiday when folks have no place to go! #wildfires please retweet @fema @SenFeinstein @RepJimmyPanetta @NancyPelosi @WhiteHouse @maddow\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 17, 'end_offset': 27}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 17, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1992\n",
            "An electric safety incident was reported by PG&E around 6:15am near where the Camp Fire started. Technicians on aerial patrol saw damage to a transmission tower about one mile from the town of Pulga in the area of the fire.\n",
            "True Locations\n",
            "{'text': 'Pulga', 'type': 'City/town', 'start_offset': 193, 'end_offset': 198}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Pulga', 'start': 193, 'end': 198}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1993\n",
            "Ive set up a gofundme account for my mother after the Camp Fire took everything from her. Shes now staying in my house stressing over paying bills and trying to figure out how or where to even start buying clothes, towels, etc. Any help is appreciated!\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1994\n",
            "@SpecialReport This makes me curious the great fire of San Francisco killed over 3000 people why are we saying most deadliest fire in California history?\n",
            "True Locations\n",
            "{'text': 'San Francisco', 'type': 'City/town', 'start_offset': 55, 'end_offset': 68}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 134, 'end_offset': 144}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'San Francisco', 'start': 55, 'end': 68}, {'entity': 'LOC', 'word': 'California', 'start': 134, 'end': 144}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1995\n",
            "RT @MYSTIC7: The Southern California fires from above. Stay safe everyoneὤF\n",
            "True Locations\n",
            "{'text': 'Southern California', 'type': 'State', 'start_offset': 17, 'end_offset': 36}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 26, 'end': 36}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1996\n",
            "RT @T64Pamela: Camp Fire: Death toll up to 63 as nearly 12,000 structures destroyed\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1997\n",
            "CORRECTION: I forgot the #CarrFire, which killed eight people. (@demianbulwa even edits my tweets). DAMN. 4/5 deadliest wildfires have been in the past five years. That is foreboding.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1998\n",
            "The death toll in the Paradise wildfires has matched the deadliest wildfire in California history.\n",
            "True Locations\n",
            "{'text': 'Paradise', 'type': 'City/town', 'start_offset': 22, 'end_offset': 30}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 79, 'end_offset': 89}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 79, 'end': 89}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 1999\n",
            "Guy Fieri teamed with José Andréss World Central Kitchen to provide Thanksgiving meals for 15,000 people displaced by Californias devastating Camp Fire\n",
            "True Locations\n",
            "{'text': 'Californias', 'type': 'State', 'start_offset': 118, 'end_offset': 129}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 118, 'end': 129}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2000\n",
            "If you have time this Thanksgiving, please help a family who lost everything in the California fires. A small donation would go a very long way to not only help them get back on their feetbut lift their spirits on this holiday of thanks. #FlyEaglesFly\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 84, 'end_offset': 94}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 84, 'end': 94}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2001\n",
            "1/5 ὒ511/18 #UPDATE #INFO This is the best list Ive seen for #Donations & #Volunteering to help #CampFire Survivors See list of needed items⤵  #CampFireJamesWoods #ParadiseFire #Chico #CaliforniaFires #CampFirePets #DisasterAssistTeam\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2002\n",
            "RT @kron4news: Butte County Sheriffs announce that number of deaths from #CampFire decreased by 3\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Butte County', 'start': 15, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2003\n",
            "HAMO has just shipped 18,000 diapers to families who are victims of the Camp Fire. Butte County Community Action will distribute the diapers to the many fire victims who have babies and young children. You can help by giving now:  #DiaperNeed, #CAWildfires\n",
            "True Locations\n",
            "{'text': 'Butte County', 'type': 'County', 'start_offset': 83, 'end_offset': 95}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Butte County', 'start': 83, 'end': 95}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2004\n",
            "We are very proud to be part of the charity movement that Sierra Nevada Brewing has put together. They are raising money to help those impacted by the wildfires in California and breweries across the country are banding together to raise money for these people.\n",
            "True Locations\n",
            "{'text': 'Sierra Nevada', 'type': 'Natural Point-of-Interest', 'start_offset': 58, 'end_offset': 71}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 164, 'end_offset': 174}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 164, 'end': 174}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2005\n",
            "President Trump will travel to California Saturday to view the fire damage.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 31, 'end_offset': 41}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 31, 'end': 41}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2006\n",
            "Latest from @calfund Kanye West donates $500k to California wildfire relief  #FdnNews\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 49, 'end_offset': 59}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 49, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2007\n",
            "California wildfire: Coroners search for those killed in blaze: At least 42 people were confirmed dead.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 0, 'end_offset': 10}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2008\n",
            "for Christmas I gave a indian school , monies for a coat, scarf , gloves, booths, hat .please REMEMBER ITS BETTER TO GIVE THAN RECIEVE, HOMELESS, HOMELESS VETS, SAINT JUDE FOR CHILDREN , SHRINERS FOR KIDS, FIRE VICTIMS IN CALIFORNIA, MISSIONS WITH KITCHENS TO FEED THE HUNGRY\n",
            "True Locations\n",
            "{'text': 'CALIFORNIA', 'type': 'State', 'start_offset': 222, 'end_offset': 232}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'CALIFORNIA', 'start': 222, 'end': 232}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2009\n",
            "Come along for delicios food..fun w old friends..meet new friends, visit with some brave firefighters and all donations will help victims of the Camp Fire.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2010\n",
            "California’s Deadliest Wildfire Fully Contained but More than 200 People Still Missing and at Least 85 People Killed | Reuters VIDEO @ Biz Coach Newsroom\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 0, 'end_offset': 10}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2011\n",
            "The 36-unit Paradise Community Village has been lost in the Camp Fire that swept through Northern California. The 5-year-old development was home to nearly 90 residents. Several staff at @CHIPhousing also lost their homes in the devastating fire.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 98, 'end_offset': 108}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 98, 'end': 108}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2012\n",
            "Aaron Rodgers is donating $1 million to help California wildfire relief efforts ὤF #retweet4good #ButteStrong (via @AaronRodgers12)\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 45, 'end_offset': 55}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 45, 'end': 55}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2013\n",
            "RT @fox6now: Man, daughter spend Thanksgiving driving RV filled with donations to Camp Fire victims:  /\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2014\n",
            "50% off everything in the taproom Friday Noon-10PM including to-go crowlers and merch! Taco Grullo food truck will also be on site all day. We’ll be matching 100% of all sales on Friday and donating it directly to our friends @SierraNevada Camp Fire Relief Fund. #ButteStrong\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SierraNevada', 'start': 227, 'end': 239}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2015\n",
            "Well thats clever If you dont care about the thousands displaced, killed and wiped out. BTW #California, your little fires are affecting the\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 93, 'end_offset': 103}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 93, 'end': 103}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2016\n",
            "California fires: Bus driver from heaven Kevin McKay rescued young children - CNN #SmartNews\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 0, 'end_offset': 10}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2017\n",
            "Residents in Lake Sherwood should be prepared to evacuate #WoosleyFire\n",
            "True Locations\n",
            "{'text': 'Lake Sherwood', 'type': 'Other locations', 'start_offset': 13, 'end_offset': 26}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Lake Sherwood', 'start': 13, 'end': 26}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2018\n",
            "This a critical issue in areas that have experienced wildfires as excessive rainfall produced by landfalling atmospheric rivers can enhance runoff. #cawx\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2019\n",
            "Camp Fire now 100 percent contained, as death toll tops 80\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2020\n",
            "RT @joelpollak: Jerry Brown signed $1 billion in wildfire prevention—and none of it applies to the fires this year\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2021\n",
            "California fires: at least 15 killed in unprecedented wine country blaze\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 0, 'end_offset': 10}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2022\n",
            "Our hearts go out to communities impacted by wildfires throughout California. A recent story in @amlibraries magazine tells how @ButteCoLibrary has helped relief efforts.  Photo: NASA #wildfire #California #library #ButteCounty #relief #humanities\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 66, 'end_offset': 76}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 195, 'end_offset': 205}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 66, 'end': 76}, {'entity': 'LOC', 'word': 'California', 'start': 195, 'end': 205}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2023\n",
            "I know some of my followers are in the Bay Area and I know some of your are radio journalists. A radio station in Northern California needs your help.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 123, 'end_offset': 133}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Bay Area', 'start': 39, 'end': 47}, {'entity': 'LOC', 'word': 'California', 'start': 123, 'end': 133}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2024\n",
            "@Rubiconski @Kiwi_CGFX @TaggartRehnn @Jr3597 @reddogsusie @msmorgan1968 @leighjalland @WinglessBird_ @samjarvis49 @Jasamsdestiny @BadProductionz @CassJSpring @Alt_ReddTruq @Barbi_Twins @Air15Warrior @ActionNewsNow @CountyofButte @NVADG @NationalGuard Via .@CountyofButte & .@ActionNewsNow ⬇⬇⬇ lies. Coverage by @ActionNewsNow highlighting the partnership between Butte County Animal Control and @NVADG to provide care for animals in evacuation areas. #CampFire #CampfirePets\n",
            "True Locations\n",
            "{'text': 'Butte County', 'type': 'County', 'start_offset': 363, 'end_offset': 375}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Butte County', 'start': 363, 'end': 375}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2025\n",
            "At least 11 people are dead and thousands of homes scorched as wildfires continue to devastate California.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 95, 'end_offset': 105}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 95, 'end': 105}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2026\n",
            "Please help if you can. Even if a retweet is all you can do. Norcal native here.\n",
            "True Locations\n",
            "{'text': 'Norcal', 'type': 'Human-made Point-of-Interest', 'start_offset': 61, 'end_offset': 67}\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2027\n",
            "Camp Fire Death Toll Increases To 81\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2028\n",
            "N. California fires death toll now at 48. Authorities havent disclosed how many more people are missing.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 3, 'end_offset': 13}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 3, 'end': 13}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2029\n",
            "25K - + homeless & from the #DeranfgedOrangeMan it couldve been less destructive if they would have raked up the leaves. #DonnyDipshit its called drought..‘Total devastation’: Trump visits California as wildfire death toll jumps to 76, with 1,276 missing\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 189, 'end_offset': 199}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 189, 'end': 199}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2030\n",
            "Californians have lost close to 7,000 homes in these fires. Close to 20 people are dead. My family and I spent Thursday night at a shelter due to evacuation. And the first thing Trump does is threaten to withhold disaster assistance bc he hates California. Fing lunatic.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 245, 'end_offset': 255}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 245, 'end': 255}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2031\n",
            "Class action lawsuit filed in California Wildfire that killed 85 people\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 30, 'end_offset': 40}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 30, 'end': 40}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2032\n",
            "Show your Packers support and donate to those affected by the California wildfires. #PackersForCali\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 62, 'end_offset': 72}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 62, 'end': 72}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2033\n",
            "Firefighters lose homes while on front lines of Camp Fire At least 53 firefighters have lost their homes to a wildfire in Butte County, and that number is expected to grow. #ClimateChangeIsReal\n",
            "True Locations\n",
            "{'text': 'Butte County', 'type': 'County', 'start_offset': 122, 'end_offset': 134}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Butte County', 'start': 122, 'end': 134}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2034\n",
            "The National Weather Service has issued a flash flood watch for the regions battered by the Camp Fire from Wednesday through Friday.\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2035\n",
            "On this #Thanksgiving the @ASPCA is on the ground in California helping with animal rescue for animals affected by the California #wildfires. Here’s how you can support their life-saving work:\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 53, 'end_offset': 63}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 119, 'end_offset': 129}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 53, 'end': 63}, {'entity': 'LOC', 'word': 'California', 'start': 119, 'end': 129}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2036\n",
            "It’s been more than 10 days since devastating wildfires started spreading across California. At least 80 people have been confirmed dead and 1,000 more are still missing.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 81, 'end_offset': 91}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 81, 'end': 91}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2037\n",
            "#Repost @annetteconlon ・・・ Its time for THANKS and GIVING at FOLK U. This year were thanking the folks the California Community Foundation Wildfire Relief Fund who supports intermediate\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 107, 'end_offset': 117}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 107, 'end': 117}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2038\n",
            "#Update #prayforcalifornia #CaliforniaWildfires 6 more found dead; Camp Fire death toll rises to 48 #CampFire #ButteCounty #Tragic\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'ButteCounty', 'start': 111, 'end': 122}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2039\n",
            "Devastation from Deadly Camp and Woolsey Fires Seen from Space\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2040\n",
            "VIDEO: Camp Fire becomes California’s deadliest wildfire; at least 31 killed statewide\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 25, 'end_offset': 35}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 25, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2041\n",
            "The Camp Fire is the deadliest in California’s history, claiming over 70 lives. Thousands of homes have been destroyed. More than 1,000 people are still missing. And the fire continues. Now’s the time to come together. Find out how you can help here:\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 34, 'end_offset': 44}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 34, 'end': 44}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2042\n",
            "Images from the CampFire which has burned 109,000 acres, killed 23 people and destroyed 6,453 homes. #VeteransDay #SaluteToService #Paradise #ButteCounty #CampFire #Firenado #CampNou #CaliforniaFires #wildfires #CaliforniaFire #malibu #California #Firenado #CaliforniaWildfires\n",
            "True Locations\n",
            "{'text': 'CampFire', 'type': 'Human-made Point-of-Interest', 'start_offset': 16, 'end_offset': 24}\n",
            "{'text': 'malibu', 'type': 'City/town', 'start_offset': 228, 'end_offset': 234}\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 236, 'end_offset': 246}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'ButteCounty', 'start': 142, 'end': 153}, {'entity': 'LOC', 'word': 'malibu', 'start': 228, 'end': 234}, {'entity': 'LOC', 'word': 'California', 'start': 236, 'end': 246}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2043\n",
            "Please donate ὤFἿB #Wooleyfire\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2044\n",
            "#CaliforniaWildFire ,Authorities have reported six more fatalities from a blaze in Northern California, bringing the total number of fatalities so far to 48 in the deadliest wildfire in state history.#wildfires\n",
            "True Locations\n",
            "{'text': 'Northern California', 'type': 'State', 'start_offset': 83, 'end_offset': 102}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 92, 'end': 102}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2045\n",
            "I’m raising money for my friend and her two daughters, @mz_zette , who lost everything in the fires in California! 100% of the proceeds will go towards whatever she needs clothing, food, maybe some new toys for the kids!  ὚4\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 103, 'end_offset': 113}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 103, 'end': 113}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2046\n",
            "Aerial images of the destroyed town of #Paradise reveal the devastating ferocity of the #CampFire The death toll from the deadliest wildfires in recent California history is still rising ὏7 @JoshEdelson @AFPphoto #CaliforniaFires\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 152, 'end_offset': 162}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 152, 'end': 162}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2047\n",
            "So I need a good tent/blanket company who wants to donate to #bstrong to aid the California fire victims. Bring it on! #thisisacrisis Also, the most touching thing is the people donating $1. EVERY cent counts in a disaster. Thank you for being included and connected to this aid.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 81, 'end_offset': 91}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 81, 'end': 91}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2048\n",
            "More info on the #ResilienceIPA @SierraNevada donating 100% of sales to Camp Fire relief. Shout out @MonBeerRigo for sharing\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SierraNevada', 'start': 33, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2049\n",
            "The death toll keep rising from the California fires. Praying for relief.\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 36, 'end_offset': 46}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 36, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2050\n",
            "The number of fatalities from California’s Camp Fire, one of the deadliest wildfires in U.S. history, totaled 83 as of 7:27 a.m. local time, up from 81 a day earlier,also reported the blaze has destroyed 13,906 residences, 514 commercial and 4,232 other buildings. @business\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 30, 'end_offset': 40}\n",
            "{'text': 'U.S.', 'type': 'Country', 'start_offset': 88, 'end_offset': 92}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 30, 'end': 40}, {'entity': 'LOC', 'word': 'U.S.', 'start': 88, 'end': 92}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2051\n",
            "NBC - BREAKING: Death toll in Northern California wildfire grows to 71, more than 1,000 people listed as unaccoun\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 39, 'end_offset': 49}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 39, 'end': 49}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2052\n",
            "A McDonald’s. A gas station. Thousands of homes. Photos taken before and after the Camp fire reveal a town destroyed:\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2053\n",
            "#UPDATE: Sheriff: 228 people unaccounted for, death toll at 31 in massive Northern California wildfire >\n",
            "True Locations\n",
            "{'text': 'Northern California', 'type': 'State', 'start_offset': 74, 'end_offset': 93}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 83, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2054\n",
            "48 people dead from California wildfire, imagine how many beautiful animals have suffered :(\n",
            "True Locations\n",
            "{'text': 'California', 'type': 'State', 'start_offset': 20, 'end_offset': 30}\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 20, 'end': 30}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 2055\n",
            "Remember @WCKitchen is there with two active kitchens feeding shelters, first responders etc. Any food water need we are able to respond immediately! @natemook #ChefsForCalifornia\n",
            "True Locations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n"
          ]
        }
      ],
      "source": [
        "cntr = 0\n",
        "\n",
        "for entry_key, entry_data in combined_dev_data.items():\n",
        "    print(\"Sample\",cntr)\n",
        "    cntr+=1\n",
        "    tweet_id = entry_data['tweet_id']\n",
        "    text = entry_data['text']\n",
        "    sentence = Sentence(text)\n",
        "    # predict NER tags\n",
        "    model.predict(sentence)\n",
        "    pred = []\n",
        "\n",
        "    for entity in sentence.get_spans('ner'):\n",
        "        if (entity.tag=='LOC'):\n",
        "            pred.append({ 'entity': entity.tag, 'word': entity.text, 'start' : entity.start_position, 'end' : entity.end_position})\n",
        "\n",
        "    print(text)\n",
        "    print(\"True Locations\")\n",
        "    for lo in entry_data['location_mentions']:\n",
        "        print(lo)\n",
        "\n",
        "    print(\"Predicted Locations\")\n",
        "    print(pred,'\\n\\n\\n')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "execution": {
          "iopub.execute_input": "2023-10-12T14:46:41.702237Z",
          "iopub.status.busy": "2023-10-12T14:46:41.701701Z",
          "iopub.status.idle": "2023-10-12T14:49:17.667696Z",
          "shell.execute_reply": "2023-10-12T14:49:17.666622Z",
          "shell.execute_reply.started": "2023-10-12T14:46:41.702204Z"
        },
        "id": "sqq5EbnPNrB6",
        "outputId": "3465c1c9-5e8c-4b06-b79e-5d93d8b8c49d",
        "trusted": true
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "\n",
            "\n",
            "Sample 3352\n",
            "people are complaining about gas when Texas is underwater and almost destroyed. its pathetic\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 38, 'end': 43}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3353\n",
            "My house on 08/27/2017 due to #Harvey Flooding in #DICKINSONTexas happy to report we are all safe. #rednationrising #CNCNet #pjnet #tcot\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'DICKINSONTexas', 'start': 51, 'end': 65}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3354\n",
            "#Harveys Damage in Texas #OilandGas Country Creates Quandary for Congress. By @mlavelles  #fracking\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 19, 'end': 24}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3355\n",
            "Devastating aftermath of Hurricane Harvey as death toll rises Collapsed houses, smashed cars ##security #potus\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3356\n",
            "BREAKING: Trump pardons Hurricane Harvey, saying he didnt damage any of my properties, and distracted from Russia for a few days. Thanks.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Russia', 'start': 107, 'end': 113}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3357\n",
            "Items needed: toiletries, diapers, baby formula, non-perishbl food, clothing, blankets #HelpforHouston @CityOfBoston\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3358\n",
            "@geoff_deweaver largest refinery in the world just down the road from us #Motiva closed due to #harvey & #flooding\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3359\n",
            "Our Dickinson #WIC clinic is closed indefinitely due to #Harvey flooding. Clients are encouraged to use the Texas City WIC clinic.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas City', 'start': 108, 'end': 118}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3360\n",
            "#Morningjoe 18 people have DIED due to #Harvey. Nutcase-in-Chief has said NOTHING. #NotMyPresident #NeverMyPresident #NeverMoreSure\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3361\n",
            "#Marines are on their way to Texas to help in hurricane #Harvey relief efforts.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 29, 'end': 34}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3362\n",
            "Hurricane Harvey: Residents told to evacuate as Houston reservoirs spill over\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Houston', 'start': 48, 'end': 55}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3363\n",
            "Hurricane Harvey -- Evacuation Photos  via @TMZ\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3364\n",
            "Visit  to help provide food, shelter, clothes, and more to the music community devastated by #HurricaneHarvey.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3365\n",
            "RT @NBCNews: WATCH: As Hurricane Harvey bears down on Texas, some residents refuse to leave despite a mandatory evacuation order.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 54, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3366\n",
            "US Military Sends Surveillance Aircraft to Survey Hurricane Harvey Damage\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'US', 'start': 0, 'end': 2}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3367\n",
            "🚨J.J. Watts to raise $4 million for Hurricane Harvey victims #HarveyFlood\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3368\n",
            "RT @LaurenWFTS: Emergency supplies heading to Texas this morning from #TampaBay #Harvey\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Texas', 'start': 46, 'end': 51}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3369\n",
            "#NeedWaterRescue #HarveyRescue #CajunNavy #HarveySOS #Harveyform #HarveyFlood #Harvey2017 OMG!! Please help those helpless dogs!\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3370\n",
            "In some areas, we are proactively taking service off the grid to avoid long-term damage to our electric infrastructure under water #Harvey\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3371\n",
            "GIVE NOW to provide families devastated by #HurricaneHarvey w/food, water, hygiene items and other essential items.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3372\n",
            "SUPPORT AREA FOOD BANKS! @HoustonFoodBank @safoodbank @CTXFoodBank are all in need of donations to help #Harvey evacuees.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3373\n",
            "Harvey has caused my roof to leak and for a few inches of water to flood near my house. Im just grateful that Im alive. #Harvey2017\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3374\n",
            "Cyclone #Mora : #Indian Naval Ship (INS) Sumitra has rescued 10 #Bangladesh nationals & will dock in Chittagong shortly with relief supplies\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Bangladesh', 'start': 65, 'end': 75}, {'entity': 'LOC', 'word': 'Chittagong', 'start': 101, 'end': 111}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3375\n",
            "Thailand donates B2m to help flood-stricken Sri Lanka  #srilanka #news #lka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Thailand', 'start': 0, 'end': 8}, {'entity': 'LOC', 'word': 'Sri Lanka', 'start': 44, 'end': 53}, {'entity': 'LOC', 'word': 'srilanka', 'start': 56, 'end': 64}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3376\n",
            "Cyclone Mora: Snapped power lines, poor network in several North-Eastern states  via @scroll_in #lka #srilanka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'srilanka', 'start': 102, 'end': 110}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3377\n",
            "RT @FadiaJiffry: #SriLanka floods leave 600,000 people displaced  via @AJENews #FloodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 18, 'end': 26}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3378\n",
            "RT @TimSuttonUNICEF: #unicef Sri Lanka and #norwayaid will help rebuild these and other communities affected by #FloodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 29, 'end': 38}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3379\n",
            "Hiru TV crew have been approached to the Nilawala interchange in Southern expressway for relive donations #floodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Nilawala', 'start': 41, 'end': 49}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3380\n",
            "1st part of #FloodSL Relief FoodAID collection over successfully Dear international Organizations Please support for US to help the people\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3381\n",
            "Norway contributes NOK 10 mill to flood response in #SriLanka. More than half a million people affected, more rains to come #FloodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Norway', 'start': 0, 'end': 6}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 53, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3382\n",
            "Canadian contributions to those affected by recent floods.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Canadian', 'start': 0, 'end': 8}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3383\n",
            "Lee Young-ae grants USD 50, 000 as flood relief  #srilanka #LK #lka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'srilanka', 'start': 50, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3384\n",
            "@RajapaksaNamal Govt is accountable for the donations theyve been receiving & to utilize to rebuild peoples lives affected by #FloodSL #lka\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3385\n",
            "UAEs Lulu Group donates $100000 for flood relief in Sri Lanka -  #GoogleAlerts\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 52, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3386\n",
            "἞E἟9 FM @angealfa announced #Italy will provide 200,000 euros for people struck by the floods in #SriLanka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 29, 'end': 34}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 98, 'end': 106}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3387\n",
            "@CopernicusEU supports #emergency management and #humanitarian aid not only through @CopernicusEMS but also through #sentinel #OpenData\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3388\n",
            "Puravesi Athwela, special Train carrying #FloodSL Relief goods from North to South, reach Matara Today ! #LKA #SriLanka #Tamil\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Matara', 'start': 90, 'end': 96}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 111, 'end': 119}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3389\n",
            "Pak Navy continues Humanitarian Assistance and Disaster Relief (HADR) Operations in Flood Stricken Sri Lanka through PNS ZULFIQUAR\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 99, 'end': 108}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3390\n",
            "Beautiful! Animal rescue among @IndianNavy diving teams duties during flood relief ops with Lankan Navy in Sri Lanka.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 107, 'end': 116}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3391\n",
            "No need to pray more !! Help for #Srilanka earn your pleasure by helping who affected from this disaster ὤFὤFὤF #FloodReliefLKA #FloodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Srilanka', 'start': 34, 'end': 42}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3392\n",
            "RT @PeninsulaQatar: #SriLanka Embassy in #Qatar seeks donations for flood victims  #Doha #SriLankaFloods .\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 21, 'end': 29}, {'entity': 'LOC', 'word': 'Qatar', 'start': 42, 'end': 47}, {'entity': 'LOC', 'word': 'Doha', 'start': 84, 'end': 88}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3393\n",
            "#Colombo - we need your help for Gammadda this weekend by @NewsfirstSL | Get all the details here:  #FloodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Colombo', 'start': 1, 'end': 8}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3394\n",
            "RT @Panhinda: A new website collecting information on #relief requirements and providers. #lka #srilanka #SLFloods2017 #FloodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'srilanka', 'start': 96, 'end': 104}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3395\n",
            "@patralekha2011 @CGTNOfficial .Current disaster emergency has diminished. Stock taking now. #lka govt must draw & heed lessons. Public trust in systems is low. #FloodSL\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3396\n",
            "Serendib tea Exports posted a story update on Helping hand to Flood Victims in sri Lanka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'sri Lanka', 'start': 79, 'end': 88}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3397\n",
            "People impacted by #SriLankaFloods receive hygiene supplies & cooking kits from our Regional Advisor Joe & partner @sarvodayalanka. #FloodSL\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3398\n",
            "Bangladesh announces $500000 cash assistance for Sri Lanka flood victims  #news\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Bangladesh', 'start': 0, 'end': 10}, {'entity': 'LOC', 'word': 'Sri Lanka', 'start': 49, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3399\n",
            "RT @BreakDengue: At least 177 people have died in #SriLanka floods — and the survivors are at risk of #dengue fever\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 51, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3400\n",
            "RT @dmc_lk: Situation at 1600hours #29thMay2017 #SLFloods2017 #FloodSL #ContactUs on 117 on how to help or to donate\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3401\n",
            "EU provides Euro 300 000 as flood donations  #srilanka #LK #lka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'srilanka', 'start': 46, 'end': 54}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3402\n",
            "RT @soompi: Lee Young Ae Revealed To Have Made Donation For Sri Lanka Flood Relief\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 60, 'end': 69}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3403\n",
            "1000s of children & families are affected by the worst flooding in #SriLanka in 50 years! Help us help those affected #Text2Donate #FloodSLἙ8\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 68, 'end': 76}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3404\n",
            "RT @sajeebwazed: PM of #SriLanka thanks #Bangladesh for cash assistance and aid during flood\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 24, 'end': 32}, {'entity': 'LOC', 'word': 'Bangladesh', 'start': 41, 'end': 51}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3405\n",
            "Can be outbreak several plague due contaminated water in flooded aera Be careful. #floodSL\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3406\n",
            "RT @RasmilaD: Death toll increased to 206; 92 missing, 68 injured #SriLanka #FloodSL #LKA\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 67, 'end': 75}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3407\n",
            "RT @PDChina: Death toll in flood-hit #SriLanka hits 202, hospitals to be evacuated\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 38, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3408\n",
            "RT @LaibaDOTpk: Floods, landslides kill at least 91 in Sri Lanka #calamity #Latest #monsoon #srilanka #World\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 55, 'end': 64}, {'entity': 'LOC', 'word': 'srilanka', 'start': 93, 'end': 101}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3409\n",
            "These items will go into family packs for those returnong home. You can still drop off donations at Anim8, Thimbirigasyaya. #FloodSL #lka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Thimbirigasyaya', 'start': 107, 'end': 122}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3410\n",
            "#Inspiring Naval diving teams rescue a dog while undertaking flood relief ops in Sri Lanka. IN & SLN teams focussing on Western Province now\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 81, 'end': 90}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3411\n",
            "#Srilanka Flood/Landslides 122 dead 97 missing according to Disaster Management Center as of 9 pm today, 1800 houses damaged #FloodSL #lka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Srilanka', 'start': 1, 'end': 9}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3412\n",
            "Three Chinese naval ships arrive in Sri Lanka to assist in flood relief -\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 36, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3413\n",
            "Foreign Minister #RaviKarunanayake, Minister of Dist. Mgmt & Amb. of China receive flood relief items at BIA #ForeignAffairs #FloodSL #lka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'China', 'start': 69, 'end': 74}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3414\n",
            "Sri Lanka : Flood and Landslide Emergency Response  #news\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 0, 'end': 9}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3415\n",
            "As death toll mounts in flood-hit #SriLanka, we fear dengue crisis looming in these stagnant waters. Contact us for SPOKESPEOPLE & CONTENT\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 35, 'end': 43}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3416\n",
            "@HuffPost 220 + died from flood and landslides in Sri Lanka. Dafuq are our magical tears bish.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 50, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3417\n",
            "Cornwall rescue team deployed to help Sri Lanka flood victims\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Cornwall', 'start': 0, 'end': 8}, {'entity': 'LOC', 'word': 'Sri Lanka', 'start': 38, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3418\n",
            "Donate now to help families recover:  #SriLanka #FloodSL #recovery\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 39, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3419\n",
            "RT @democracynow: Sri Lanka: Death Toll from Flooding Tops 200  #FloodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 18, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3420\n",
            "RT @AzzamAmeen: South Korean Actress Lee Young-ae, popularly known as ‘Changumi’ in Sri Lanka has donated US $ 50,000 for flood relief effo\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Korean', 'start': 22, 'end': 28}, {'entity': 'LOC', 'word': 'Sri Lanka', 'start': 84, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3421\n",
            "Goup of @Khalsa_Aid is offering food,medications and drinking water in flood-hit locations in#SriLanka great initiative taken by them.#Sikh\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 94, 'end': 102}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3422\n",
            "Donation from #Bangladesh to assist the recent #floodSL victims handed over to President @MaithripalaS by @bdhcsl\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Bangladesh', 'start': 15, 'end': 25}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3423\n",
            "Cornwall rescue team deployed to  has been published on -  - #NaturalDisasterRescueTeamFromCornwall #Shelterbox\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Cornwall', 'start': 0, 'end': 8}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3424\n",
            "Flood Relief Food AID Collection from Muslim community in Akkaraipattu.Organized by HOPE Sri Lanka & Al Izza Hifilul Quran Girls Mathrasa\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Akkaraipattu.Organized', 'start': 58, 'end': 80}, {'entity': 'LOC', 'word': 'Sri Lanka', 'start': 89, 'end': 98}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3425\n",
            "Were helping thousands of injured, starving, and vulnerable animals in #SriLanka, following floods and landslides:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 72, 'end': 80}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3426\n",
            "RT @SenukaHansana: #FloodSL If you feel sympathy for people that died and became homeless in the Sri Lankan floods please like and share\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lankan', 'start': 97, 'end': 107}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3427\n",
            "RT @TakasSriLanka: #FloodSL Update: Rs. 1,002,500 donated online from 23 countries! Data:  #FloodReliefLKA /\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3428\n",
            "#PhotoOfTheDay: @USNavy Sailors from #USSLakeErie deliver sanitation packs to the Mallika Nawodya School in Galle during #FloodSL assistance\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mallika Nawodya School', 'start': 82, 'end': 104}, {'entity': 'LOC', 'word': 'Galle', 'start': 108, 'end': 113}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3429\n",
            "RT @TimSuttonUNICEF: Good to see supplies from #chinaaid reaching the most badly affected areas from #FloodSL\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3430\n",
            "RT @Dailymirror_SL: ‘Changumi’ donates US $ 50,000 for flood relief efforts in #SriLanka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 80, 'end': 88}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3431\n",
            "206 deaths: 92 missing due to floods  #srilanka #LK #lka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'srilanka', 'start': 39, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3432\n",
            "#Flooding & landslides triggered by monsoon rains kill 100, force 20,000 from their homes in #SriLanka. Military called in for #Rescue ops\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 94, 'end': 102}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3433\n",
            "Chinese cargo plane delivers relief to flood-hit Sri Lanka where 211 people have been killed in floods, landslides\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 49, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3434\n",
            "Korean Actress Lee Young-ae (AKA Changumi) donates 56,000,000 Korean Won ($50,000) to support flood relief efforts in Sri Lanka. #FloodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 118, 'end': 127}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3435\n",
            "RT @Vidiyallk: Rescue & Relief Activities by #Pakistan Navy Teams in #SriLanka #lka #floodSL #FloodRelief\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Pakistan', 'start': 46, 'end': 54}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 70, 'end': 78}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3436\n",
            "@people_in_need provides relief aid to those affected by the worst floods in #SriLanka since 2003\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 78, 'end': 86}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3437\n",
            "Flood Relief Campaigns from Sri Lanka Scouts #Medical Clinics+Donation\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 28, 'end': 37}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3438\n",
            "So #SriLanka is grappling with a #drought in North & massive floods in South? #Disaster response needed on BOTH fronts! #FloodSL @bbcsinhala\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 4, 'end': 12}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3439\n",
            ".@ArmyROTC cadets & @PacificCommand Augmentation Team disaster relief experts assist #FloodSL with @SLRedCross teams.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3440\n",
            "US$4 million @UNCERF grant allocated to provide immediate needs of 120,000 people #SriLanka #floods #landslides -\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 83, 'end': 91}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3441\n",
            "Rs 1 million worth flood relief of essential items donated by #Mannar residents were handed over to flood affected people in #Galle #FloodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mannar', 'start': 63, 'end': 69}, {'entity': 'LOC', 'word': 'Galle', 'start': 126, 'end': 131}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3442\n",
            "RT @DJLordBuck: #SriLanka struggles to deliver aid to stranded flood victims. Volunteers with boats are providing a lifeline for\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 17, 'end': 25}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3443\n",
            "Global hazards @PHE_uk bulletin: #SriLanka #flooding #CycloneMora #Bangladesh #CapeTown #drought & #Moscow storm:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 34, 'end': 42}, {'entity': 'LOC', 'word': 'Bangladesh', 'start': 67, 'end': 77}, {'entity': 'LOC', 'word': 'CapeTown', 'start': 79, 'end': 87}, {'entity': 'LOC', 'word': 'Moscow', 'start': 100, 'end': 106}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3444\n",
            "Medical officers neededἾ5Ὡ1Ὢ8 #FloodSL #FloodRelief #Floods #slfloods #SriLanka #SriLankaFloods\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 71, 'end': 79}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3445\n",
            "RT @dmc_lk: For Donations #SLFloods2017 #FloodSL\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3446\n",
            "RT @dbsjeyaraj: South Korean Actress Lee Young ae Known in Sri Lanka as Changumi” Donates US 50,000 Dollars for Flood Relief\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 59, 'end': 68}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3447\n",
            "RT @vishiru: 2.3K+ Houses fully and 12.5K+ partially damaged. 24.9K+ people in 7K+ Families are still in safe locations. #FloodSL #FloodRe\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3448\n",
            "RT @PrasenjitDas_: Pray For SriLanka Death toll in #SriLanka #floods rise to 126.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 28, 'end': 36}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 52, 'end': 60}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3449\n",
            "Canada provides additional $200,000 in support of #SriLanka floods to @UNmigration, which brings Canada’s total response to $594,000 ἞8἞6 ἟1἟0\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Canada', 'start': 0, 'end': 6}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 51, 'end': 59}, {'entity': 'LOC', 'word': 'Canada', 'start': 97, 'end': 103}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3450\n",
            "At least 200 people have been killed and 600,000 displaced in Sri Lankas flash flood disaster\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lankas', 'start': 62, 'end': 72}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3451\n",
            "RT @ItsYakin: #Norway will contribute US$ 1.2 million to the humanitarian relief effort due to #FloodSL and landslides in Sri Lanka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Norway', 'start': 15, 'end': 21}, {'entity': 'LOC', 'word': 'Sri Lanka', 'start': 122, 'end': 131}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3452\n",
            "RT @Rosy_Senanayake: Flood Relief. #FloodSL #RosySenanayake #SriLanka #lka\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 61, 'end': 69}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3453\n",
            "WHO provides generators to restore power supply in hospitals inundated by floods in Sri Lanka἟1἟0, enabling health care to continue #FloodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 84, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3454\n",
            "RT @iomkingston:  - IOM to Assist Sri Lanka Flood and Landslide Victims in Worst Affected Areas\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 34, 'end': 43}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3455\n",
            "Working with @sarvodayalanka, 400 families from remote villages in Bulathsinhala, Kalutara receive needed hygiene/cooking kits #FloodSL\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Bulathsinhala', 'start': 67, 'end': 80}, {'entity': 'LOC', 'word': 'Kalutara', 'start': 82, 'end': 90}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3456\n",
            "Visited the Milleniya DS in Kalutara with donations we received from our friends. #lka #SriLanka #FloodSL #flood2017 #HelpSriLanka #DMC\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Kalutara', 'start': 28, 'end': 36}, {'entity': 'LOC', 'word': 'SriLanka', 'start': 88, 'end': 96}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3457\n",
            "Imm. rescue and relief Mission accomplished. 3rd Indian Ship INS Jalashwa casts off Colombo #FloodSL @MEAIndia @indiannavy @SushmaSwaraj\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Colombo', 'start': 84, 'end': 91}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3458\n",
            "RT @TheWatchers_: 202 killed, 94 still missing after worst monsoon rains since 2003 hit Sri Lanka  #monsoon #flood #\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sri Lanka', 'start': 88, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3459\n",
            "RT @Newscloudlk: Government of Maldives donated A cheque of US $ 25,000.00 to Sri Lanka #FloodReliefLKA #floodSL #lka @maldives\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Maldives', 'start': 31, 'end': 39}, {'entity': 'LOC', 'word': 'Sri Lanka', 'start': 78, 'end': 87}, {'entity': 'LOC', 'word': 'maldives', 'start': 119, 'end': 127}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3460\n",
            "Government Donations #FloodSL #lka\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3461\n",
            "We sustained stationary material to 440 kids in flood-hit #SriLanka to support their schools. Moreover, 250 food packs were distributed.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 59, 'end': 67}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3462\n",
            "Death toll rises to 119 while over 150 missing & 300,000 affected following heavy Rains, Landslides & floods #SriLanka #FloodSL #LKA\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SriLanka', 'start': 110, 'end': 118}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3463\n",
            "Dozens killed in Ecuador after 7.8-magnitude earthquake strikes - AOL Travel UK\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 17, 'end': 24}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3464\n",
            "RT @TIME: Death toll in the Ecuador earthquake has risen to at least 233, the countrys president said\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 28, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3465\n",
            "[IN THE NEWS] BREAKING: Ecuador Earthquake Kills 238, Living 1,500 Injures\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 24, 'end': 31}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3466\n",
            "RT @UNICEFLive: UNICEF is racing to support children hit by #EcuadorEarthquake. Help keep supplies flowing:\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3467\n",
            "Our earthquake relief fund now covers #Kumamoto recovery:  More about the fund:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Kumamoto', 'start': 39, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3468\n",
            "RT @globalfiredmgf: #EcuadorEarthquake reports rise to 350 killed, 2,500 injured & 100,000 in need of assistance, many are still believed t\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3469\n",
            "Earthquake rocks Ecuador: dozens killed\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 17, 'end': 24}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3470\n",
            "RT @ssportsgirl: Search: Dad & brother after Ecuador quake pls help #ronaldsmith #michaelsmith #EcuadorEarthquake #bahiadecaraquez /\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 45, 'end': 52}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3471\n",
            "#KevinFrezhx3 Ecuador quake death toll climbs to 350; dramatic rescue gives hope for survivors: Rescuers in Ec\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 14, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3472\n",
            "246 died in the Magnitude 7.8 earthquake that strikes the coast of Ecuador -  values\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 67, 'end': 74}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3473\n",
            "The Latest: Aid, Rescuers Pouring Into Quake-Hit Ecuador via NYT\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 49, 'end': 56}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3474\n",
            "@TheEllenShow Please help #EcuadorEarthquake needs you RT for international donations\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3475\n",
            "RT @MacCocktail: On this date, April 18, 1906, a major earthquake struck San Francisco with a 7.8 magnitude. 3,000 people died.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'San Francisco', 'start': 73, 'end': 86}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3476\n",
            "RT @Daily_Express: Ecuador earthquake: Death toll soars to 233 as government declares state of emergency:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 19, 'end': 26}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3477\n",
            "Dozens reported dead after earthquake in Ecuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 41, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3478\n",
            "Vice President of Ecuador @JorgeGlas says rescue teams are being deployed along the coast where the earthquakes effects have been strongest\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 18, 'end': 25}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3479\n",
            "RT @NBCNews: UPDATE: At least 77 dead, 588 wounded in #Ecuador earthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 55, 'end': 62}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3480\n",
            "Ecuador quake death toll at 272, fears it will increase  #Africa #SouthAfrica\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}, {'entity': 'LOC', 'word': 'Africa', 'start': 58, 'end': 64}, {'entity': 'LOC', 'word': 'SouthAfrica', 'start': 66, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3481\n",
            "Official death toll of Ecuadors 7.8 earthquake has risen to 233. Town of Pedernales is destroyed says Pres Correa.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadors', 'start': 23, 'end': 31}, {'entity': 'LOC', 'word': 'Pedernales', 'start': 73, 'end': 83}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3482\n",
            "RT @AlexanderXV: @AlexanderXV The dome of the Church of Montecristi collapsed but the Church still standing  #Ecuador #Earthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Church of Montecristi', 'start': 46, 'end': 67}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 110, 'end': 117}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3483\n",
            "RT @pearson: Our partner @SaveTheChildren is working to help quake survivors in Japan & Ecuador. Follow them & donate to help:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Japan', 'start': 80, 'end': 85}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 88, 'end': 95}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3484\n",
            "RT @cruzrojaecuador: Donations for #EcuadorQuake Please give us a RT #Ecuador #Earthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 70, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3485\n",
            "@RT_com: URGENT: Death toll in #Ecuador #quake rises to 233 – President #Correa #1 in #Pakistan\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 32, 'end': 39}, {'entity': 'LOC', 'word': 'Pakistan', 'start': 87, 'end': 95}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3486\n",
            "RT @BuzzFeedNews: UPDATE: Ecuador president raises death toll from earthquake to 233  #EcuadorEarthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 26, 'end': 33}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3487\n",
            "RT @MarthaPVegaMD: Im raising money for Ecuador Earthquake - Help Cinterandes Mobile Surgery support trauma victims! on @CrowdRise: :\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 40, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3488\n",
            "RT @WTOP: Ecuador hit by powerful earthquake, death toll up to 77, over 570 injured\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 10, 'end': 17}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3489\n",
            "Lets donate whatever you can to Kumamoto, Japan, and Ecuador. #earthquakerelief\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Kumamoto', 'start': 32, 'end': 40}, {'entity': 'LOC', 'word': 'Japan', 'start': 42, 'end': 47}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 53, 'end': 60}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3490\n",
            "RT @EnnerValencia14: Please help the Earthquake victims in #Ecuador ἞A἞8ὤFἿE donations ὄ7ἿE\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 60, 'end': 67}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3491\n",
            "Ecuador earthquake: death toll triples to 233 following 7.8-magnitude quake - latest developments\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3492\n",
            "238 Dead in Ecuador Earthquake. State of Emergency declared.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 12, 'end': 19}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3493\n",
            "RT @An0nKn0wledge: #BREAKING: 41 killed, national guard mobilised in Ecuador after powerful 7.8 quake:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 69, 'end': 76}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3494\n",
            "How you can help survivors of the massive earthquake in Ecuador  #socialmedia #tech\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 56, 'end': 63}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3495\n",
            "RT @HISTORY: On the 110th anniversary of the Great #SanFrancisco Earthquake, look back at this deadly earthquake.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'SanFrancisco', 'start': 52, 'end': 64}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3496\n",
            "RT @4zzznews: Earthquake in Ecuador kills at least 235, injures more than 1500. This plus more in your 8am Zedlines.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 28, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3497\n",
            "Aid begins to flow in after earthquake kills 246 in Ecuador - Travel Weekly\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 52, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3498\n",
            "RT @thelatintimes: Are you in #Miami? Help @XimenaDuque collect donations for #EcuadorEarthquake victims! >>  :\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Miami', 'start': 31, 'end': 36}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3499\n",
            "7.8 magnitude earthquake kills 77 in Ecuador; death toll expected to rise  #Pakistan #News\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 37, 'end': 44}, {'entity': 'LOC', 'word': 'Pakistan', 'start': 76, 'end': 84}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3500\n",
            "RT @7NewsAdelaide: Ecuador Earthquake: Close to 250 people killed and 2500 injured. Aftershocks continuing tonight. #7News\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 19, 'end': 26}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3501\n",
            "@HilaryClinton Madam Secretary, would you please be so kind as to help raise awareness for #EcuadorEarthquake? My country needs help now\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3502\n",
            "RT @NairaDaily: FLASH: Emergency declared in six provinces as deadly earthquake shakes Ecuadors central coast\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadors', 'start': 87, 'end': 95}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3503\n",
            "@BarackObama hello Mr. President please help the people of my country Ecuador! Your help would be crucial and essential at this time ὤFἿB἞A἞8἟A἟8\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 70, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3504\n",
            "RT @carlitaisabel82: We need Tents & camping gear HELP PLEASE @thenorthface @patagonia @hardwear #EcuadorEarthquake #donacionesecuador ht\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3505\n",
            "7.8 earthquake in Ecuador: Tsunami warning issued: ESMERALDAS: A 7.8 magnitude earthquake hit Ecuador near the\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 18, 'end': 25}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 94, 'end': 101}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3506\n",
            "@JustinTrudeau why canada can not help Ecuador both country are my home ? Where is the aid ?\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'canada', 'start': 19, 'end': 25}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 39, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3507\n",
            "RT @MarioSanmiguel: Help me raise £2000 for the victims of the earthquake in Ecuador. Please #donate on @justgiving and RT. Thanks!\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 77, 'end': 84}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3508\n",
            "RT @SkyNewsBreak: 33-year-old Irish nun Theresa Crockett is confirmed to have been among 350 people killed in 7.8 magnitude earthquake whic\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3509\n",
            "RT @YahooNews: Death toll from earthquake that struck Ecuador rises to 262, government minister says\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 54, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3510\n",
            "RT @malaysiakini: Ecuador quake death toll rises to 350 as EU offers 1 million in aid\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 18, 'end': 25}, {'entity': 'LOC', 'word': 'EU', 'start': 59, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3511\n",
            "Rescue efforts underway in areas affected by Ecuador earthquake►\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 45, 'end': 52}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3512\n",
            "@RicoLoos Hey man en #ecuador was earthquake but we trying to help people\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'ecuador', 'start': 22, 'end': 29}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3513\n",
            "New York Times: Earthquake in Ecuador kills more than 230 persons, president says\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'New York', 'start': 0, 'end': 8}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 30, 'end': 37}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3514\n",
            "Ecuador Earthquake Relief Fund | Evelyn Velas Fundraiser\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3515\n",
            "@TheEllenShow Ecuador faced a big earthquake that killed and injuried hundreds of people. Please broadcast this\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 14, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3516\n",
            "@viticci @marcoarment @reneritchie Massive earthquake hit us over the weekend. People are in desperate need of help:\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3517\n",
            "You can donate here! #EcuadorEarthquake #Ecuador #PrayForEcuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 41, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3518\n",
            "#FlakoBoow: Drone Video Captures Earthquake Aftermath in Ecuador: Aerial footage shows collapsed bridge after\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 57, 'end': 64}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3519\n",
            "RT @NorwayMFA: Norway to allocate NOK 15 million to humanitarian relief efforts in #Ecuador following the earthquake - FM @borgebrende #Ecu\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Norway', 'start': 15, 'end': 21}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 84, 'end': 91}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3520\n",
            "RT @carecanada: #EcuadorEarthquake 200+ reported killed, more injured. @CARECanada emergency team preparing to respond\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3521\n",
            "Colombia sends aid and rescue workers to help Ecuador in earthquake aftermath - Colombia Reports  #Colombia\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Colombia', 'start': 0, 'end': 8}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 46, 'end': 53}, {'entity': 'LOC', 'word': 'Colombia', 'start': 80, 'end': 88}, {'entity': 'LOC', 'word': 'Colombia', 'start': 99, 'end': 107}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3522\n",
            "RT @NoControlProjec: Please donate anything you can to help those in need in Ecuador #PrayForEcuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 77, 'end': 84}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3523\n",
            "RT @GMA: Drone footage shows collapsed roadway in Ecuadors largest city after 7.8-magnitude quake:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadors', 'start': 50, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3524\n",
            "RT @ImSid_SDA: lets pray for ecuador, 233 killed in devastating earthquake. Heart wrenching. @RehamKhan1\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'ecuador', 'start': 29, 'end': 36}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3525\n",
            "You can donate with PayPal or Credit Card from this link:  #EcuadorEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3526\n",
            "Friends around the world: Ecuador is going through one of the most difficult times of its history ¡we are in desperate need of your help!\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 26, 'end': 33}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3527\n",
            "RT @AFP: Ecuador raises earthquake death toll to about 350, updating earlier count of 272\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 9, 'end': 16}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3528\n",
            "DISASTER IN ECUADOR At least 238 killed after powerful quake strikes:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'ECUADOR', 'start': 12, 'end': 19}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3529\n",
            "RT @papermalaysia: Death toll rises to 262 in Ecuador earthquake  #news #malaysiannews #berita #latestnews\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 46, 'end': 53}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3530\n",
            "#Ecuador needs your help ! #EcuadorEarthquake #EcuadorTerremoto #PrayForEcuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 1, 'end': 8}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3531\n",
            "RT @ARMcChesney: Horrifying images emerge of Adventist church destroyed in quake (from #Ecuador Union) 2/4  /\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 88, 'end': 95}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3532\n",
            "@nickjonas There are people with diabetes suffering after the #EcuadorEarthquake. Will you please help my fellow countrymen/women?\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3533\n",
            "RT @tv6tnt: Tsunami warning issued after powerful 7.8 earthquake strikes off the coast of Ecuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 90, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3534\n",
            "278 people died, 2068 are were injured, and the government rejects the help from Mexico ὢ1ὢ0\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Mexico', 'start': 81, 'end': 87}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3535\n",
            "Probably nobody knows where is Ecuador! But we need HELP!!! ὤFἿCὤFἿCὤFἿC #EcuadorEarthquake ὉBὉBὉ9❤️\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 31, 'end': 38}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3536\n",
            "Find or Report Persons From Ecuador Earthquake|PEOPLE LOCATOR\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 28, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3537\n",
            "RT @AngieDC1986: #EcuadorEarthquake # missing person #HelpEcuador\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3538\n",
            "Hundreds Dead After Devastating Major Earthquake Strikes Ecuador  #sanfrancisco\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 57, 'end': 64}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3539\n",
            "RT @chicagotribune: At least 77 killed and more than 570 injured in powerful 7.8-magnitude earthquake in Ecuador  ht\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 105, 'end': 112}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3540\n",
            "Retweeted Lucho_teleSUR (@Lucho_teleSUR): Major damage to buildings in Manta, Ecuador. The Tarqui neighborhood\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Manta', 'start': 71, 'end': 76}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 78, 'end': 85}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3541\n",
            "RT @MarshaCollier: #Microsoft helps friends and families of Japan and Ecuador earthquake victims with free #Skype calls\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Japan', 'start': 60, 'end': 65}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 70, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3542\n",
            "regrann from discoversouthamerica - Ecuador has been hit by a 7.8 magnitude earthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 36, 'end': 43}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3543\n",
            "RT @TheTodayShow: State of emergency declared in Ecuador as the death toll from a powerful earthquake rises to over 230. #9Today .\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 49, 'end': 56}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3544\n",
            "RT @Daily_Star: #EcuadorEarthquake 28 dead and tsunami alert after 7.8 magnitude quake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3545\n",
            "RT @ChildrenofPeace: RAMALLAH Palestinian medical team to leave on Monday to help victims of a deadly earthquake in Ecuador: Palestinian Mi\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 116, 'end': 123}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3546\n",
            "Ecuador Earthquake Leaves Dozens Dead As Death Toll Continues To Rise\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3547\n",
            "RT @gracels: Better yet, donate $ to reputable charities and let them decide. #Ecuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 79, 'end': 86}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3548\n",
            "Magnitude 5.8 earthquake strikes Japan - AP Photo/Koji Ueda An earthquake with a preliminary magnitude of 5.8 h\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Japan', 'start': 33, 'end': 38}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3549\n",
            "@AntonellaKahllo the coast provinces take the hit. Help is on their way. Ppl from all ecuador united to send supplies and help\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'ecuador', 'start': 86, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3550\n",
            "RT @PlanAmericas: #EcuadorEarthquake I saw the houses move and many collapsed before my eyes Uvaldino, Plan International staff.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3551\n",
            "RT @colombiareports: Death Toll in Ecuador Earthquake Climbs as Correa Tours Ravaged Areas - Wall Street Journal  #c\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 35, 'end': 42}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3552\n",
            "Check it out! I donated to Help Ecuadors earthquake victims  vía @gofundme\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadors', 'start': 32, 'end': 40}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3553\n",
            "RT @Noorie_87: #RedCross teams are responding to a 7.8 earthquake in #Ecuador. You can donate to @redcrosscanada:  #\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 70, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3554\n",
            "RT @NewEarthquake: 7.4 earthquake, 14km NNW of Pedernales, Ecuador. 2016-04-16 18:58:38 at epicenter (13m ago, depth 10km).\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Pedernales', 'start': 47, 'end': 57}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 59, 'end': 66}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3555\n",
            "RT @dna: #EcuadorEarthquake Death toll reaches 272, rescuers dig for survivors under rubble\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3556\n",
            "RT @CanadaDev: Canada is committing up to $1M to support humanitarian response efforts & help address emergency needs in #Ecuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Canada', 'start': 15, 'end': 21}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 122, 'end': 129}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3557\n",
            "RT @OmanReagan: 36 hours after the earthquake: 500 dead, 2,000 missing, and as many as 100,000 in need of aid. via @nashiraprime .\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3558\n",
            "IF YOU LIVE OUT OF #ECUADOR AND WANT TO HELP, DONATE HERE.. THEY NEED US ALL ὢD ὄ9 Check it out\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'ECUADOR', 'start': 20, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3559\n",
            "Powerful earthquake hits Ecuador; at least 41 killed: (CNN) A major earthquake hit Ecuadors central coast, ki\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 25, 'end': 32}, {'entity': 'LOC', 'word': 'Ecuadors', 'start': 83, 'end': 91}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3560\n",
            "RT @NatGeo: Photos: A 7.8-magnitude earthquake struck Ecuador Saturday night, leaving hundreds dead.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 54, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3561\n",
            "RT @CNNImpact: More than 233 people have died in the Ecuador earthquake- We have ways you can help go to  .\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 53, 'end': 60}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3562\n",
            "BBCWorld: Ecuador quake death toll to rise\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 10, 'end': 17}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3563\n",
            "If you are interested in helping on the Earthquake relief, Bank of America has opened accounts where you can donate:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'America', 'start': 67, 'end': 74}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3564\n",
            "@BTS_twt is sad ὢD but..It would be really important if you guys say the same for my country ecuador.. We had an earthquake of 7.8, 200died\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'ecuador.', 'start': 93, 'end': 101}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3565\n",
            "238 dead as quake devastates Ecuador’s coast zone  #FurorePK #Pakistan\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 29, 'end': 36}, {'entity': 'LOC', 'word': 'Pakistan', 'start': 62, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3566\n",
            "RT @PepeOllague: The Ecuadorian Consulate in Miami is accepting donations for the earthquake victims through PROVEX INC,here the info\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Miami', 'start': 45, 'end': 50}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3567\n",
            "RT @reamon1983: Devastating 7.8 earthquake along the coast of Ecuador. 588 injured and 78 deaths. #PrayForEcuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 62, 'end': 69}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3568\n",
            "RT @LifeWithJohn: #EcuadorEarthquake : At Least 246 Dead while over 1500 are injured.After 7.8-Magnitude Earthquake Hits Coast, .\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3569\n",
            "Im pretty sure Red Cross\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3570\n",
            "@alexamendes98 @SierraDallas Here in Ecuador was an earthquake of 7.8 and many cities were destroyed here and there are many dead ὡ4\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 37, 'end': 44}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3571\n",
            "235 Dead, Over 1,500 Injured After Major 7.8 Magnitude Earthquake Strikes Near\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3572\n",
            "RT @GISCorps: GISCorps volunteers ready to assist with #Ecuadorearthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3573\n",
            "RT @Israelolizer: #Israel, PA sending medical team to quake-affected areas #Ecuador #Japan\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Israel', 'start': 19, 'end': 25}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 76, 'end': 83}, {'entity': 'LOC', 'word': 'Japan', 'start': 85, 'end': 90}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3574\n",
            "RT @cristinaburneos: Para donaciones desde el extranjero. For donations from abroad please check this link for #Ecuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 112, 'end': 119}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3575\n",
            "RT @SavetheChildren: Our staff is in #Japan working w/kids impacted by the #earthquake. Donate & help in a crisis\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Japan', 'start': 38, 'end': 43}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3576\n",
            "RT @TheSocBiz: Info here for donations to @cruzrojaecuador for their #EcuadorEarthquake work cc @andybanjobrown @oneplanetman\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3577\n",
            "RT @CemalTdemir: A loyal dog sits in front of its owners collapsed house. (Via @El_Camitv) #EcuadorEarthquake #HelpEcuador\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3578\n",
            "Check it out! Donate to Unofficial Ecuador Earthquake Relief  vía @gofundme\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 35, 'end': 42}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3579\n",
            "὏7 micdotcom: 7.8 earthquake kills hundreds in Ecuador Vice President Jorge Glas said at least 233\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 47, 'end': 54}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3580\n",
            "A 7.8 earthquake hit Ecuador Apri16. 233 dead and 600+ injured. Please donate to help us offer emergency relief\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 21, 'end': 28}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3581\n",
            "RT @cnni: Ecuador earthquake death toll reaches 233; more than 1,500 injured -- emergency official.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 10, 'end': 17}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3582\n",
            "RT @nytimes: Breaking News: The death toll from a quake in Ecuador rises to 233. It was terrible, such a shock, a witness said.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 59, 'end': 66}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3583\n",
            "RT @AcheDinAaneWale: Ecuador earthquake death toll climbs to 272, state of emergency declared  #TopNews #India\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 21, 'end': 28}, {'entity': 'LOC', 'word': 'India', 'start': 105, 'end': 110}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3584\n",
            "RT @telesurenglish: Ecuador earthquake leaves dozens dead and hundreds injured.  #SismoEcuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 20, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3585\n",
            "RT @lurabines: Donations to Ecuador earthquake victims : Unicef:  Care:  Red Cross:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 28, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3586\n",
            "Thousands Ecuadoreans Injured After An Earthquake Smash  vía @waspadaonline\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3587\n",
            "RT @minamaya13: #BREAKING: Death toll #Ecuador earthquake rises to 233, President #Correa announces  Deepest condole\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 39, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3588\n",
            "RT @fox5dc: Powerful earthquake kills at least 233 in Ecuador:  #fox5dc\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 54, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3589\n",
            "RT @ajplus: Update: Ecuadors security minister says earthquake death toll has risen to 350 people.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadors', 'start': 20, 'end': 28}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3590\n",
            "RT @unicefaustralia: This is the strongest earthquake to hit #Ecuador in decades. Collapsed buildings and damage to infrastructure are seri\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 62, 'end': 69}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3591\n",
            "Support UNICEFs Earthquake Relief Efforts in Ecuador | UNICEF USA\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 45, 'end': 52}, {'entity': 'LOC', 'word': 'USA', 'start': 62, 'end': 65}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3592\n",
            "This wasnt just a house that collapsed, it was an entire town: Death toll in Ecuador climbs.. #EcuadorChevron\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 77, 'end': 84}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3593\n",
            "RT @SunSentinel: #Ecuadors worst #earthquake in decades kills at least 233, injures more than 580\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadors', 'start': 18, 'end': 26}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3594\n",
            "RT @AmeriCaresNews: Emergency response team offers assistance for #EcuadorEarthquake  @AmeriCares\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3595\n",
            "RT @TheEarthStory: Collapsed road/bridge here on top of cars from the #Ecuador #quake, reminds of the 1989 freeway collapse\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 71, 'end': 78}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3596\n",
            "RT @GalaecoEcology: You can donate to the government account Thanks for your help and solidarity #Ecuador #SismoEcuador #AyudaPedernales ht\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 98, 'end': 105}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3597\n",
            "Earthquake kills 233 in Ecuador, devastates coast zone: MANTA: The death toll from Ecuadors biggest earthquake in decades soared to\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 24, 'end': 31}, {'entity': 'LOC', 'word': 'Ecuadors', 'start': 83, 'end': 91}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3598\n",
            "RT @Franklin_Graham: .@SamaritansPurse is transporting a portable field hospital to #Ecuador to help treat the many injured. Please pray. h\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 85, 'end': 92}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3599\n",
            "RT @BelTel: Northern Ireland nun killed in Ecuador earthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Northern Ireland', 'start': 12, 'end': 28}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 43, 'end': 50}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3600\n",
            "@xtina your country NEEDS HELP!! How To Help Ecuador Earthquake Victims  #prayforEcuador ὤF\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 45, 'end': 52}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3601\n",
            "A picture of devastation in Ecuador after deadly 7.8 quake: But others in cities on Ecuadors Pacific coast we\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 28, 'end': 35}, {'entity': 'LOC', 'word': 'Ecuadors', 'start': 84, 'end': 92}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3602\n",
            "RT @SkyNewsBreak: Ecuadoran security minister says the number of people killed following a magnitude 7.8 earthquake has risen to 350\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadoran', 'start': 18, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3603\n",
            "RT @ShakingEarth: Massive and deadly #earthquake #Ecuador - UPDATE -  - Killed: 272 Injured: 2527 + massive damage (\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 50, 'end': 57}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3604\n",
            "Official European Account for help and relief donations for Ecuadorian victims of Earthquake! #EcuadorEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3605\n",
            "RT @PeaceCorps: All Peace Corps Ecuador Volunteers are safe & accounted for. Staff in Ecuador are in close contact w/ Volunteers regarding\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 32, 'end': 39}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 86, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3606\n",
            "RT @ThePortlandBlog: Ecuador Earthquake Death Toll Rises to 350, One American Dead - NBC News\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 21, 'end': 28}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3607\n",
            "RT @MSNBC: State of emergency declared after at least 233 killed in Ecuador earthquake:  (Photo: AP)\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 68, 'end': 75}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3608\n",
            "RT @andresoventi: Donate to help earthquake victims in #Ecuador   #EcuadorListoYSolidario\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 56, 'end': 63}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3609\n",
            "Ecuador needs your help Please consider donating.  #SismoEcuador #EcuadorEarthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3610\n",
            "RT @nikkilaniado:  #EcuadorEarthquake #EcuadorTerremoto Please help our National Food Bank during this time in need\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3611\n",
            "Deadly earthquake hits Ecuador: Ecuadors strongest earthquake in decades kills at least 41 people and causes\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 23, 'end': 30}, {'entity': 'LOC', 'word': 'Ecuadors', 'start': 32, 'end': 40}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3612\n",
            "How you can help survivors of the massive earthquake in Ecuador: A national emergency has been declared in Ec\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 56, 'end': 63}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3613\n",
            "RT @unisdr: 77 dead, 100s injured in 7.8 magnitude #Guayaquil #earthquake in #Ecuador #tsunami threat over #switch2sendai\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Guayaquil', 'start': 52, 'end': 61}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 78, 'end': 85}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3614\n",
            "Death Toll in Ecuador Earthquake Climbs  (via ) #BreakingNews\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 14, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3615\n",
            "Official number: 366 deceased. 231 missing persons 2658 injured persons #EcuadorEarthquake #PrayForEcuador @onedirection @Harry_Styles\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3616\n",
            "RT @fresconews: UPDATE: #EcuadorEarthquake death toll reaches 272, number expected to rise. via @AFP\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3617\n",
            "RT @ErinLaviola: 272 people killed, more than 2500 hurt in #EcuadorEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3618\n",
            "Retweeted BBC Breaking News (@BBCBreaking): Death toll in Ecuador earthquake rises to 233, President Correa\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 58, 'end': 65}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3619\n",
            "RT @guardian: Derry nun among those killed in Ecuador earthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 46, 'end': 53}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3620\n",
            "@LewisHamilton please!! Ecuador needs international help because the 7.8 earthquake!! Contributions in @cruzrojaecuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 24, 'end': 31}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3621\n",
            "RT @BuzzFeedNews: Ecuador Vice President Jorge Glas updates earthquake death toll to 41\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 18, 'end': 25}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3622\n",
            "RT @ABC: Ecuador president says earthquake death toll now stands at 272, could rise considerably.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 9, 'end': 16}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3623\n",
            "RT @cctvnews: At least 28 people have died after M7.8 #EcuadorEarthquake, says the country’s vice president (Photos via Twitter) .\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3624\n",
            "RT @andrexebastian: TW frenz: My home country Ecuador was devastated by a 7.8 quake if you can donate or RT-2-spread I’d <3 u even more. ht\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 46, 'end': 53}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3625\n",
            "RT @2pmalways: [INFO] Part of the 2PM Take Off & Story game profits will be donated to the Kumamoto earthquakes relief fund. ὠA\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Kumamoto', 'start': 91, 'end': 99}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3626\n",
            "RT @cherryblossomg: Ecuador needs donations, please help us spread the word.  @PearlJam @foofighters @DaveMustaine @\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 20, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3627\n",
            "Derry nun among those killed in Ecuador earthquake: Sister Clare Theresa Crockett was teaching  via @josephjett\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 32, 'end': 39}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3628\n",
            "Last night BBC reported the earthquake in Ecuador killed 77 people. Somehow it just went up to 233 wtf\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 42, 'end': 49}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3629\n",
            "RT @iamCARITAS: Caritas will invest €36.4 million in helping Nepal’s earthquake survivors for 3 years  /\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Nepal', 'start': 61, 'end': 66}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3630\n",
            "RT @nycjim: At least 233 people are confirmed dead in magnitude 7.8 #EcuadorEarthquake.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3631\n",
            "RT @globaltimesnews: Ecuador quake death toll rises to at least 77  #EcuadorEarthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 21, 'end': 28}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3632\n",
            "RT @CNNImpact: The #EcuadorEarthquake left hundreds of people dead and injured. We have ways you can help:  /\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3633\n",
            "Skype offers free calls to earthquake affected Ecuador  #Windows #Nokia #PC\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 47, 'end': 54}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3634\n",
            ".@IsraAID , run by volunteers, is stretched after another earthquake in Japan last week, which killed almost 100 people. Are they boycotted?\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Japan', 'start': 72, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3635\n",
            "RT @manuelapicq: Ecuadors coastal towns in need of water, food, medicine and electricity.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadors', 'start': 17, 'end': 25}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3636\n",
            "RT @EcuadorSlash: We need you Please, International donations for damage caused by earthquake in Ecuador, thanks for your help! @Slash http\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 97, 'end': 104}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3637\n",
            "RT @SamaritansPurse: We are rushing aid to help #EcuadorEarthquake survivors. See how we are helping here:\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3638\n",
            "@jimmyfallon @KevinHart4real @TheRock We need your help for the #EcuadorEarthquake donations please\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3639\n",
            "RT @nbcchicago: Everything is destroyed: State of emergency in Ecuador after earthquake, more than 77 dead  :\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 63, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3640\n",
            "RT @ninavaca: 7.8 Earthquake in Ecuador please help family and friends donating  @USHCC @USHCCFoundation @PinnacleHQ\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 32, 'end': 39}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3641\n",
            "Ecuador earthquake: Death toll rises to 233: More than 200 people killed after 7.8-magnitude tremo  #news #info\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3642\n",
            "RT @TheTruth24US: Powerful earthquake kills 41 in Ecuador, death toll expected to increase #D17\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 50, 'end': 57}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3643\n",
            "RT @wikileaks: Ecuador quake official death toll has hit 413. Many give their thoughts and hearts but money and rescue equipment work\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 15, 'end': 22}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3644\n",
            "RT @jrfansla: U can help us! If u can donate please @CARE a massive 7.8 earthquake has struck #Ecuador Help deliver urgent relief\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 95, 'end': 102}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3645\n",
            "Click here to support Help for Earthquake Victims ECUADOR by JoseCarlos Pere\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'ECUADOR', 'start': 50, 'end': 57}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3646\n",
            "RT @NBCNightlyNews: LATEST: More than 350 dead and 2,500 injured after powerful magnitude 7.8 earthquake strikes Ecuador.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 113, 'end': 120}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3647\n",
            "RT @amhistorymuseum: Today in 1906: An earthquake shakes San Francisco awake. Color photos of the damage:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'San Francisco', 'start': 57, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3648\n",
            "More than 1,500 people injured in coastal earthquake:\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3649\n",
            "RT @pzf: UPDATE: At least 350 dead after powerful 7.8 earthquake in Ecuador. Hundreds more injured.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 68, 'end': 75}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3650\n",
            "RT @YourAnonCentral: Since #Ecuador earthquake struck at night, authorities warn, number of confirmed deaths likely higher by morning. htt\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 28, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3651\n",
            "@ BBC News Ecuador quake toll rises to 233 - At least 233 people are confirmed dead after a powerful earthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 11, 'end': 18}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3652\n",
            "RT @ICRC: Our #RedCross colleagues work around the clock to help people affected by #JapanEarthquake & #EcuadorEarthquake.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3653\n",
            "In pics: Powerful earthquake hits Ecuador coast, tsunami warning issued #colombia #bhive\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 34, 'end': 41}, {'entity': 'LOC', 'word': 'colombia', 'start': 73, 'end': 81}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3654\n",
            "RT @WV_humanitarian: Death toll rises for #EcuadorEarthquake @WorldVision deploys response staff to ground zero\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3655\n",
            "RT @RedRdngHood1972: HAARP at work. Eco terrorism to control the populace. Powerful earthquake kills at least 41 in Ecuador /\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 116, 'end': 123}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3656\n",
            "RT @AP_Interactive: A powerful earthquake in Ecuador has left hundreds dead and over a thousand injured:  .\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 45, 'end': 52}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3657\n",
            "Group of Chilean rescuers en-route to Ecuador, to aide victims of the earthquake.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 38, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3658\n",
            "RT @AP: Im in a state of panic. -Quito resident after earthquake kills at least 28 in Ecuador:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Quito', 'start': 33, 'end': 38}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 86, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3659\n",
            "Ecuador needs help right now. #EcuadorEarthquake Ὁ4 Manabí is destroyed, if you want to help you can donate here:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}, {'entity': 'LOC', 'word': 'Manabí', 'start': 52, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3660\n",
            "RT @TECHOus: We are crowdfunding to support Ecuador’s earthquake victims, help us by donating here:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 44, 'end': 51}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3661\n",
            "RT @nowthisnews: ICYMI: Ecuador was rocked by a 7.8 magnitude earthquake over the weekend. An estimated 350 people are dead\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 24, 'end': 31}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3662\n",
            "RT @paulaist: #EcuadorListoYSolidario: help people affected by the earthquake in #Ecuador by donating to the following account:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 82, 'end': 89}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3663\n",
            "Devastated victims of Ecuador earthquake beg for help\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 22, 'end': 29}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3664\n",
            "@TheEllenShow please Ellen, help us sharing this! #PrayForEcuador #EcuadorEarthquake #EcuadorListoYSolidario\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3665\n",
            "RT @cabelloxzayn: A horrible earthquake struck Ecuador and killed 77 people. #PrayForEcuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 47, 'end': 54}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3666\n",
            "RT @FoxNews: Massive earthquake hits Ecuador, leaving more than 200 dead.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 37, 'end': 44}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3667\n",
            "RT @Panda_Brittany1: Ecuador has just experienced an 7.8 magnitude earthquake. There were about 41 deaths. Pray for EcuadorὤFὤF #PrayForEcuad\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 21, 'end': 28}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3668\n",
            "RT @GameCIA: Death toll rises to 262 in Ecuador earthquake: There is a long list of missing people that authorities are loo\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 40, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3669\n",
            "Manabi province worst affected by the earthquake in Ecuador, where the death toll has reached over 200\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Manabi', 'start': 0, 'end': 6}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 52, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3670\n",
            "Ecuador quake death toll rises to 350  Via (Harradox)\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 0, 'end': 7}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3671\n",
            "#EcuadorEarthquake needs your #help @AbbottGlobal @Merck @pfizer @USDA_NIFA @Roche @Sandoz_Global @fybeca @pharmacys @mckronfle @desayunos24\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3672\n",
            "RT @AFP: #UPDATE Powerful Ecuador earthquake kills at least 77  #EcuadorQuake #Muisne\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 26, 'end': 33}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3673\n",
            "RT @IlseMonette: 7.8 magnitude earthquake in #Ecuador causes damages to local mall. (Credit: @LaPauAlejandra)\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 46, 'end': 53}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3674\n",
            "RT @ABCNews24: At least 272 people dead in #EcuadorEarthquake. @marycarvajal tells @bevvo14 that areas are difficult to reach /\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3675\n",
            "Donations Update! Thanks for helping #Ecuador ’s victims and the future of fine cacao.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 38, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3676\n",
            "Earthquake kills 272 along devastated #Ecuador coast  via dawn_com\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 39, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3677\n",
            "RT @nycjim: Death toll in #EcuadorEarthquake rises to 272; desperate search for survivors.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3678\n",
            "RT @CARE: A massive 7.8 earthquake has struck Ecuador. Donate now to help deliver urgent relief.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 46, 'end': 53}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3679\n",
            "Death toll from Ecuador quake rises to 350: AP: Emergency workers in Ecuador urgently dug through massive heap\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 16, 'end': 23}, {'entity': 'LOC', 'word': 'Ecuador', 'start': 69, 'end': 76}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3680\n",
            "RT @SandraEckersley: Israeli AND Palestinian medical teams set to depart to help #Ecuador. Unity in disaster. #auspol\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 82, 'end': 89}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3681\n",
            "Please help me sharing information for Ecuadors Relief Fund by UNICEF we are in desperate need of help  @Aballatore\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuadors', 'start': 39, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3682\n",
            "@NiallOfficial Hi, can you help my country? #EcuadorEarthquake updates and ways you can donate + help. @unicefecuador eternally grateful ~4\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3683\n",
            "If youre outside Ecuador and wish to help you can donate through paypal at  #PrayForEcuador\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 17, 'end': 24}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3684\n",
            "RT @NatGeoPhotos: Pictures show the aftermath of an earthquake that rocked Ecuador, killing hundreds.  /\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 75, 'end': 82}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3685\n",
            "RT @william_murillo: Lets help Ecuador´s victims of earthquake, donate n share link please\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 31, 'end': 38}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3686\n",
            "@MattAboutTown listen Matty, dear, people have situation #emergency #earthquake #Ecuador! Do u know #rescue #teams in Australia?\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 81, 'end': 88}, {'entity': 'LOC', 'word': 'Australia', 'start': 118, 'end': 127}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3687\n",
            "RT @TimesNow: Ecuador quake kills 246; injures over 2,500 . #Read:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ecuador', 'start': 14, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3688\n",
            "RT @TheSoulfulEMU: A man reacts to his damaged home after strong #ITALYearthquake hit Amatrice. By @f_monteforte #AFP @AFPphoto\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 86, 'end': 94}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3689\n",
            "Tiny white coffins for children killed in the #ItalyEarthquake become tragic symbol of the disaster. Nearly 300 dead\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3690\n",
            "For all the people around the globe PLEASE DONATE IF YOU CAN, YOU CAN SAVE LIFES  #PrayForItaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3691\n",
            "@pixodentist #ItalyEarthquake we lost people lives, and many historic buildings and amazing Art of 1200, 1400\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3692\n",
            "RT @LucyKafanov: Horrific scene in Amartice - buildings crushed to rubble, residents trapped, terrifying aftershocks #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amartice', 'start': 35, 'end': 43}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3693\n",
            "The staff of MiraggioComics went to donate blood to help for the near #earthquake. No fun or porn today, sorry. #prayforitaly Macerata unita\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Macerata', 'start': 126, 'end': 134}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3694\n",
            "Please text or call 45500 to donate if you can. They need food and clothes. #PrayingForItaly #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3695\n",
            "RT @valebochicchio_: DONATE, PER FAVORE #PrayForItaly ἞E἟9\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3696\n",
            "RT @Candy75855094: #ItalyEarthquake In all this carnage authorities have requested people to turn off wifi passwords to aid recovery? ?@dav\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3697\n",
            "Sant Angelo. A beautiful hamlet reduced to nearly all rublle after the #ItalyEarthquake #terremoto @afpfr @AFP\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Sant Angelo', 'start': 0, 'end': 11}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3698\n",
            "Please donate to the Italian Red Cross @crocerossa -->  #ItalyEarthquake #TerremotoItalia - Please RT\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3699\n",
            "British couple killed in #ItalyEarthquake named as Will & Maria Henniker-Gotley. Their two children survived. @SkyNews\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3700\n",
            "RT @1alexcam: THIS DESERVES ENDLESS RTs: dog trapped in rubble of 6.2 magnitude #ItalyEarthquake pulled out aliveὄD\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3701\n",
            "RT @RiegertBernd: #ItalyEarthquake Church tower in Amitrice still standig, but badly damaged. Woman ask why is God doing that @dwnews\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amitrice', 'start': 51, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3702\n",
            "RT @GlobalGiving: GlobalGivings Italy Earthquake Relief Fund supports local organizations on ground. Donate now! #ItalyEarthquake /\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 32, 'end': 37}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3703\n",
            "RT @JDREWFOLLOWHELP: Text or call 45500 to donate. Thank you for your help. #PrayForItaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3704\n",
            "RT @CBSPhilly: Girl Pulled From Rubble As #ItalyEarthquake Kills 247\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3705\n",
            "RT @fratticcioli: How to help victims of #ItalyEarthquake? Donate to Italian Red Cross here:  #PrayingForItaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3706\n",
            "@italyexplained this is the link for donations to the red cross from abroad:\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3707\n",
            "RT @arigiulio: #ItalyEarthquake @coldiretti Italian #farmers working hard to collect milk and other fresh produce in affected areas\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3708\n",
            "Mass funeral held to mourn #ItalyEarthquake victims, death toll rises to 290\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3709\n",
            "RT @GM_Andriulli: I know these rural Italian mountain towns. Their somewhat remote nature slows rescue efforts. #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3710\n",
            "RT @Federation: More than 250 volunteers with @crocerossa have so far responded to #ItalyEarthquake. You can #donate here:\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3711\n",
            "RT @emmamurphyitv: Now 267 confirmed dead in #ItalyEarthquake and 400 still in hospitals across region. Aftershocks v strong this morning.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3712\n",
            "RT @KTP_news: Civil protection workers preparing tent camp for evacuated residents of #Amatrice #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 87, 'end': 95}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3713\n",
            "RT @foodiamo: RT @dreamofitaly Donate to #ItalyEarthquake relief funds and then reward yourself with #amatriciana ἵD #VirtualSagra\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3714\n",
            "an SMS to 45500 to donate only 2 Euros to the victims of the earthquake in Italy . @MattBomer @lapinadeejay @elisatoffoli #PrayForItaly\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 75, 'end': 80}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3715\n",
            "At least 120 people have died due to the #earthquake that hit #Italy. The number could increase in the next hours #terremoto #PrayforItaly\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 63, 'end': 68}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3716\n",
            "Italy earthquake: drone footage reveals extent of damage near Pescara del Tronto  via @telegraphnews #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 0, 'end': 5}, {'entity': 'LOC', 'word': 'Pescara del Tronto', 'start': 62, 'end': 80}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3717\n",
            "RT @TheDailyEdge: #ItalyEarthquake Death toll in Amatrice alone now at 86, reports Bill Neely, NBC News\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 49, 'end': 57}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3718\n",
            "If you want to support, this is the way to donate from abroad #ItalyEarthquake #PrayingForItaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3719\n",
            "#ItalyEarthquake The funds we raise will go to the mayors of the towns most affected Please donate  #PrayingForItaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3720\n",
            "A door open to rubble was once a home in Pescara del Tronto #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Pescara del Tronto', 'start': 41, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3721\n",
            "@skinskinny thanks from#Italy But now we need urgent aids for the area hit by the #earthquake ὢ2 #ItalyEarthquake #terremoto #PrayersForItaly\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 24, 'end': 29}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3722\n",
            "RT @JohnCabotRome: Whether youre in #Rome or abroad, there are many ways to help the victims of the #ItalyEarthquake. Learn more: /\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Rome', 'start': 37, 'end': 41}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3723\n",
            "RT @CNN: Death toll from #ItalyEarthquake rises to 250, according to Italy’s Civil Protection agency\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 69, 'end': 74}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3724\n",
            "RT @htTweets: ‘Can hear voices under the rubble’: #ItalyEarthquake aftermath #InPics\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3725\n",
            "Before #ItalyEarthquake this was village of Ilica. Two died when this house collapsed early Wednesday. @USATODAY\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Ilica', 'start': 44, 'end': 49}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3726\n",
            "RT @angelo_martelli: #ItalyEarthquake Please donate to @crocerossa at  Also from abroad BIC/SWIFT: CRPPIT2P086 ht\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3727\n",
            "#Refugees living in #Marche with ngo GUS helping #protezionecivile after #ItalyEarthquake : ?\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Marche', 'start': 21, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3728\n",
            "@FifthHarmony @Federation @crocerossa THANK YOU so much babies, PLEASE DONATE.. Help us #PrayForItaly ❤\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3729\n",
            "RT @no_faith_left: Something I can do to help | un modo per aiutare >  #terremoto #earthquake #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3730\n",
            "Italian earthquake: restaurants urged to give €2 for each serving of towns famous pasta #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3731\n",
            "RT @thedailybeast: Scenes from #ItalyEarthquake, which left 73+ dead & over half of town Amatrice destroyed:  :\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 89, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3732\n",
            "from today we will donate 3 euros every Pasta allAmatriciana dish ordered from today for 2 weeks at La Taverna Restaurant #italyearthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3733\n",
            "247 dead RIP Ὁ4 #terremoto #TerremotoItalia #ItalyEarthquake #earthquake #PrayForItaly #PrayersForItaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3734\n",
            "RT @euronews: [no comment] #Drone footage shows the level of damage in #Amatrice #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 72, 'end': 80}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3735\n",
            "RT @DKurdistan: Deadly earthquake rocks central Italy; at least 39 dead, hundreds missing  #Italy #ItalyEarthquake #\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 48, 'end': 53}, {'entity': 'LOC', 'word': 'Italy', 'start': 92, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3736\n",
            "Rescue operations continue on day two list #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3737\n",
            "RT @AP_Images: Aerial photos show town in #Italy reduced to rubble:  @GregorioBorgia #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 43, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3738\n",
            "RT @Favlling4u: guys over 200 dead people for the earthquake #PrayForItaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3739\n",
            "RT @Rick_ArloYL: See how you can help out those affected by the #ItalyEarthquake! #donate\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3740\n",
            "RT @fmdesmarais: #ItalyEarthquake: In #Amatrice the City Museum & 2 churches severely damaged. @IcomOfficiel following the situation.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 39, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3741\n",
            "RT @NewsNationTV: #ItalyEarthquake : Death toll rises to 247, no Indian casualty says MEA #SushmaSwaraj\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3742\n",
            "Please, help italian #CroceRossa during this disaster. We need it, really.  #ItalyEarthquake #TerremotoItalia\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3743\n",
            "RT @CAinc: We are supporting Italian Red Cross #ItalyEarthquake relief efforts. Our hearts go out to all affected.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3744\n",
            "Please donate or share this information, someone else might be able to help. #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3745\n",
            "RT @foodiamo: #LA is doing its part! Eat #amatriciana to fund #ItalyEarthquake relief!\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'LA', 'start': 15, 'end': 17}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3746\n",
            "RT @JoseLuisHS_: A baby and young child are pulled from the rubble in Italy #ItalyEarthquake  @CNN, #HelpItaly @Luca\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 70, 'end': 75}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3747\n",
            "@DoveCameron please Dove! Im so sad My country needs help BC of the #ItalyEarthquake text to the number 45500 to donate! WE NEED YOUR HELP☆\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3748\n",
            "RT @angeIyhs: send 2€ to 45500 for a little help for italy. we need it, please #PrayForItaly\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'italy', 'start': 53, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3749\n",
            "RT @foodiamo: Lots of restaurants doing #amatriciana for #ItalyEarthquake relief. Bravi!  @elyseinamine\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3750\n",
            "RT @dgatopoulos: The Latest: Death toll in Italian earthquake rises to 120 #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3751\n",
            "RT @abpnewstv: #ItalyEarthquake: Pictures Reveal Scale Of Devastation From Deadly Quake That Leveled Towns\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3752\n",
            "Thinking of #ItalyEarthquake, the victims, rescuers, devastation. Sharing this video of a #dog who survived. #cano\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3753\n",
            "RT @CNNnewsroom: #ItalyEarthquake: Rescuer trying to comfort woman trapped beneath rubble\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3754\n",
            "RT @PamelaFalk: #Italy Rescuers search for survivors #ItalyEarthquake that killed 247 @ItalyUN_NY @CBSNews @sethdoane @CBSRadioNews\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 17, 'end': 22}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3755\n",
            "RT @TheNatWorld: Asylum seekers donate daily allowances to #ItalyEarthquake survivors  #refugees #EU #Europe\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'EU', 'start': 98, 'end': 100}, {'entity': 'LOC', 'word': 'Europe', 'start': 102, 'end': 108}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3756\n",
            "RT @COPACOGECA: Our members @coldiretti assisting #ItalyEarthquake affected areas and persons with donations in #agriculture produce :\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3757\n",
            "THANKS FOR ALL THE SUPPORT YOU GIVE US DONATE TO 45500 PLEASE #PrayForItaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3758\n",
            "RT @cnntech: #ItalyEarthquake: How tech is helping the search and rescue effort  via @ivanakottasova\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3759\n",
            "foto di grazianonomad  Help us raising money to rebuild after this huge tragedy #ItalyEarthquake ὤFἿEὤFἿEὤFἿE\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3760\n",
            "Strong aftershocks from #ItalyEarthquake have left the town of #Amatrice all but closed off. Main roads into town blocked by rubble.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Amatrice', 'start': 64, 'end': 72}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3761\n",
            "RT @latimes: The #ItalyEarthquake death toll is now at 73\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3762\n",
            "RT @niaforg: #Italian restaurants rally behind #Amatrices famous dish to raise money for #ItalyEarthquake victims #eatforitaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3763\n",
            "RT @riotta: To help victims #ItalyEarthquake you can use the trusted @LaStampa fund  many thanks\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3764\n",
            "RT @francescotex72: #ItalyEarthquake An eight year old child pulled alive from the rubble. 247 deaths up to now #prayforItaly /\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3765\n",
            "Monastic Brewery Spared of Damage in Italian Earthquake:  #craftbeer #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3766\n",
            "RT @Ciardale: Already 250 killed in an earthquake here in Italy magnitude 6..2.Pray help to all the victims #PrayForItaly\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 58, 'end': 63}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3767\n",
            "RT @ValerioDeC: #ItalyEarthquake. Day of national mourning for the victims. 290 people dead. 388 wounded. Thousands left homeless\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3768\n",
            "RT @NPR: Update: The death toll from the #ItalyEarthquake has risen to at least 120, according to Italys prime minister.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italys', 'start': 98, 'end': 104}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3769\n",
            "Spanish newlywed named as victim in Italy earthquake -  #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 36, 'end': 41}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3770\n",
            "#donate everything you have! #prayforItaly #kindness\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3771\n",
            "RT @joshjmac: US Embassy in Rome issues emergency message for US citizens following #ItalyEarthquake, recommending to defer travel /\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Rome', 'start': 28, 'end': 32}, {'entity': 'LOC', 'word': 'US', 'start': 62, 'end': 64}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3772\n",
            "247 people died in the quake. Shaline pray to Italy with us? #PrayForItaly ἞E἟9\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 46, 'end': 51}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3773\n",
            "RT @claudiaromeo22: Today our broken yet beautiful country mourns its 284 victims in state funerals. Vicina a te, mia amata Italia. #ItalyE\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italia', 'start': 124, 'end': 130}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3774\n",
            "@bryanaholly sweet Bryana a little thought for #ItalyEarthquake entire villages were destroyed and more than 100 people died. Love you ὡ9❤\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3775\n",
            "Rescue dogs taking a well-earned dip in #Amatrice #italyearthquake @ Amatrice (RI)\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3776\n",
            "Restaurants around the world turn to Amatrices famous pasta to aid recovery #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3777\n",
            "RT @badIlandss: Please. Help my country Text this number 45500 to donate 2€ #prayforitaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3778\n",
            "RT @ItalyinUS: You can support rescue & relief efforts for victims of the #ItalyEarthquake by donating to the Italian Red Cross: .\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3779\n",
            "RT @SputnikInt: Central #ItalyEarthquake claims 267 lives  #terremoto\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3780\n",
            "RT @Zayn_MyHero: This can mean everything to them, so please donate and help somebodys live. Spread this message.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3781\n",
            "RT @UKinItaly: #ItalyEarthquake, how to help: donate blood, avoid Via Salaria, if in the affected areas remove your wifi password\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Via Salaria', 'start': 66, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3782\n",
            "RT @wastethexnight: #PrayForItaly text or call 45500 to donate! ὤFἿC\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3783\n",
            "RT @Daily_Express: Massive earthquake DESTROYS whole town leaving at least 63 dead #Italyearthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3784\n",
            "RT @XHNews: At least 38 people were killed in the 6.0-magnitude #ItalyEarthquake on Wednesday\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3785\n",
            "Italy quake death toll nears 250 as rescuers search demolished towns  #ItalyEarthquake #Italy\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 0, 'end': 5}, {'entity': 'LOC', 'word': 'Italy', 'start': 88, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3786\n",
            "RT @cctvnews: At least 250 people dead, 365 hospitalized in Wednesday’s #ItalyEarthquake, rescue efforts ongoing\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3787\n",
            "RT @CBisogniero: President Obama @POTUS assured Italian President Sergio Mattarella that the US is ready to provide aid and assistance #Ita\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'US', 'start': 93, 'end': 95}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3788\n",
            "RT @isabbah: Death toll rises to 159, including many childrens #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3789\n",
            "RT @wendilynnmakeup: Donate Directly #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3790\n",
            "RT @CMAinCanada: 120+ have been killed and 368 injured in an earthquake that hit a mountainous area of central Italy.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 111, 'end': 116}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3791\n",
            "RT @marcosecchi: A worker walks past a damaged building after a strong #ItalyEarthquake @awakeninginfo\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3792\n",
            "RT @preferiscoharry: Dear @Harry_Styles @Louis_Tomlinson @LiamPayne @NiallOfficial PLEASE HELP US! #PrayForItaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3793\n",
            "238 ppl rescued from the rubble. Rescuers continue their work, but theres little hope left. 900 aftershocks so far. #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3794\n",
            "RT @1DisLife21: The number of deaths has risen to 120..so many lives ended without a reason #PrayForItaly\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3795\n",
            "RT @sunriseon7: Death toll rises to 120 following #ItalyEarthquake. #sun7\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3796\n",
            "@iitaly #ItalyEarthquake Were raising funds for the small towns hit the most Please donate\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3797\n",
            "Update: At least 120 reported dead after strong earthquake rocks central Italy  #ItalyEarthquake #terremoto\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 73, 'end': 78}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3798\n",
            "RT @unisdr: #ItalyEarthquake: Aftershocks hamper rescue efforts #switch2sendai #IDDR2016\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3799\n",
            "#prayforitaly #prayforus #terremoto #ItalyEarthquake please help, a little donation can make the difference.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3800\n",
            "Italian firefighters save a little girl after one day of #ItalyEarthquake #terremoto #TerremotoItalia\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3801\n",
            "RT @MSF_USA: #ItalyEarthquake: We have sent a team to assess needs & are ready to support Italian relief agencies and authorities\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'USA', 'start': 8, 'end': 11}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3802\n",
            "BBC News - Italy earthquake: Death toll rises to at least 159 #prayforitaly #earthquake #italyearthqauke #terremoto\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 11, 'end': 16}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3803\n",
            "I just donated to Earthquake Central Italy / Terremoto Centro Italia. You can make a difference too.  #PrayForItaly\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Italy', 'start': 37, 'end': 42}, {'entity': 'LOC', 'word': 'Italia', 'start': 62, 'end': 68}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3804\n",
            "Italian American Relief dedicated providing relief for the victims affected by the #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3805\n",
            "RT @TheSun: At least 22 killed and many more feared dead after ‘apocalyptic’ 6.2 #ItalyEarthquake\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3806\n",
            "Five more bodies have been found in the aftermath of the Camp Fire, bringing the death toll to 76 #CampFire #CaliforniaWildfires #wildfires\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3807\n",
            "At least 42 people are dead in the Camp fire in California: officials\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 48, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3808\n",
            "The Camp Fire has destroyed around 13,000 homes alone, while the Woolsey Fire destroyed more than 1,600 structures.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3809\n",
            "For those who’d like to assist victims of the still-raging Camp Fire in CA, our colleagues at @NVCF operates the Camp Fire Evacuation Relief Fund, which supports both immediate needs and long term recovery. See also:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'CA', 'start': 72, 'end': 74}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3810\n",
            "RT @molly649: Woolsey Fire containment grows to 57 percent, tally of buildings destroyed tops 500  via @CurbedLA\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3811\n",
            "2018 has been one of the deadliest and most destructive wildfire seasons in California’s history. Dozens have been killed, tens of thousands have been displaced, and thousands of homes are destroyed. Read more from California resident @nealdhardin:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 76, 'end': 86}, {'entity': 'LOC', 'word': 'California', 'start': 215, 'end': 225}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3812\n",
            "First victims killed in Camp Fire named as death toll rises to 71\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3813\n",
            "Aaron Rodgers makes $1 million donation to help those impacted by California wildfires  via @YahooSports\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 66, 'end': 76}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3814\n",
            "Resilience Butte County Proud IPA will raise funds for those impacted by the California wildfires, and Sierra Nevada will donate 100 percent of sales to Camp Fire relief.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 77, 'end': 87}, {'entity': 'LOC', 'word': 'Sierra Nevada', 'start': 103, 'end': 116}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3815\n",
            "Know before you go! If you are flying to or from areas affected by the #CAWildfires, check the status of your flight with your #airline. The FAA does not cancel flights but we do have info about delays at major airports:  #CampFire #WoolseyFire\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3816\n",
            "A week after the #CampFire started, the Salvation Army is continuing to support victims with food assistance, emotional and spiritual care, and supplies. More >>\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3817\n",
            "We are still waiting for Sen Kamala Harris (D-CA) to say something about the California out of control forest fires with resulting horrible deaths\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 77, 'end': 87}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3818\n",
            "A quarter of a million people have been forced from their homes statewide as the Camp Fire in the north and two other major #fires -- Woolsey and Hill -- in Southern #California burned this weekend. #fire #news\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 167, 'end': 177}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3819\n",
            "New story: N. California fire officials begin agonizing search for dead  #wral\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 14, 'end': 24}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3820\n",
            "Many lose their homes, including Music Community Devastated by California Fires  via @ProSoundNews\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 63, 'end': 73}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3821\n",
            "NEW: FEMA still has not enacted a program called DHAP that would provide housing assistance to the tens of thousands of survivors and evacuees of the California wildfires @thinkprogress\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 150, 'end': 160}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3822\n",
            "Even those of us who closely follow these sorts of things are truly stunned. 71 dead & over 1,000 missing in #Paradise. Thats already a higher death toll than any #California earthquake in modern era, including Loma Prieta/Northridge. #CampFire @DanRather\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 164, 'end': 174}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3823\n",
            "In partnership with Adidas and his own Yeezy company, Kanye West has given $500,000 to California fire relief efforts.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 87, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3824\n",
            "#CaliforniaBurningNews: ‛ California Wildfire Evacuees Brace for Heavy Rains ’ | As Much as Nearly Eight Inches of Rain Is Forecast to Fall by Friday in Areas Around the Town of Paradise, Town That Was Largely Incinerated by..▼\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 26, 'end': 36}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3825\n",
            "Private firefighters are being paid to protect certain homes amid Californias fires. Officials say it is making their jobs harder.  via @salhernandez\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 66, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3826\n",
            "@RubalcavaNoel @leowandowski_9 There is nothing funny about the California fires. 31 people are dead so far and many are still missing. Many burned alive in their cars. People have lose everything including pets. Dipshit!!\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 64, 'end': 74}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3827\n",
            "Picture update from last week at our soup kitchen. There is scarcity of gas to cook so our volunteers cooks had to use a camp-fire but we managed to feed more than 100 people, mostly children. Thanks for the donations and for sharing our page.  ὉBὉ9❤️἟A἟8἟B἞A\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3828\n",
            "Proud to be working for a company that was able to help Camp Fire survivors on Thanksgiving. We donated 500 lbs of our pears, along with other local farms who provided much needed food.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3829\n",
            "RT @DailyMirror: California fires: Specialist DNA teams called in to identify the 25 dead\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 17, 'end': 27}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3830\n",
            "Another inspirational rescue story from the California fires.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 44, 'end': 54}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3831\n",
            "For Christina Hixson, home now is a circle of tents pitched outside Chico’s WalMart, where she, her 26-year-old son and her ex-husband have settled after the Camp Fire reduced the house in nearby Paradise where they lived to ashes. #ParadiseTentCity\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3832\n",
            "We are selling our entire catalog on @bandcamp this week for $19.47. All proceeds will be going towards assisting those affected by the wildfires currently ravaging three separate areas of California. ᾑD\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 189, 'end': 199}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3833\n",
            "timesofindia: Death toll in California fire rises to 87 Read:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 28, 'end': 38}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3834\n",
            "California damages topped $10 billion in 2017. The bill for this years fires could be worse.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3835\n",
            "Hero California nurse gets new truck after vehicle damaged in Camp Fire\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 5, 'end': 15}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3836\n",
            "Today is Giving Tuesday  wont you help us help the displaced animals from the California fires.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 78, 'end': 88}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3837\n",
            "#CaliforniaWildfires Update 87 confirmed dead with almost 500 still missing #CaliforniaFires #SoCalFiresJamesWoods #CampFireJamesWood #Fires #info @FEMA @RedCross @Twitter #California\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 173, 'end': 183}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3838\n",
            "RT @Pattern: Devastating #wildfires are raging in #California. Here are SIX ways you can protect your home from violent flames.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 51, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3839\n",
            "Stay safe, evacuate if needed. Our prayers are with those affected and the firefighters and first responders trying to keep everyone safe. #CaliforniaWildfires\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3840\n",
            "Im beyond horrified at the 44 deaths and counting by California wildfire. I cant think of a much worse way to go.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 53, 'end': 63}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3841\n",
            "Death toll rises to 81 in Camp Fire; 870 unaccounted for More than 12,600 homes destroyed in Butte County blaze #ButteCountyFire #CampFire\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Butte County', 'start': 93, 'end': 105}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3842\n",
            "At least 9 die in California wildfires as tens of thousands flee homes - At least 9 die in California wildfires as tens of thousands flee homes  Nine killed, 35 missing in #NewsAndInformation\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 18, 'end': 28}, {'entity': 'LOC', 'word': 'California', 'start': 91, 'end': 101}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3843\n",
            "Looks like Liberals and Democrats have blood on their hands for California’s dead.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 64, 'end': 74}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3844\n",
            "@DohertyShannen With all due respect, do not donate to Red Cross. Your donations will be eaten up by admin and bs. Donate directly to the LOCAL charities the victims are coming from. Best example is:  will go to help the Camp Fire victims directly.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3845\n",
            "Heads up for insurance hassles if your home isnt in the burn zone but gets damaged by smoke or ash\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3846\n",
            "At least 25 people are dead as 200,000 flee worst fires in California history\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 59, 'end': 69}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3847\n",
            "Green Bay Packers quarterback Aaron Rodgers is donating $1 million to help with relief efforts from the devastating #wildfires in his native California.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 141, 'end': 151}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3848\n",
            "Want to help wildfire victims? The @nytimes has a roundup of places where you can donate items or money to help with the relief effort.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3849\n",
            "The death toll from the Camp Fire in Northern California has grown to 63 people, Butte County Sheriff and Coroner Kory Honea said\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 46, 'end': 56}, {'entity': 'LOC', 'word': 'Butte County', 'start': 81, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3850\n",
            "More victims found as death toll for California wildfires reaches 31; more than 200 still missing\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 37, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3851\n",
            "RT @RealErinCruz: Praise report! California wildfire that killed at least 85 is now 100% contained #TeamErinCruz\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 33, 'end': 43}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3852\n",
            "JUST IN: The death toll from the Camp Fire has climbed to 56, 130 people remain unaccounted for.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3853\n",
            "New post: As death toll from the California Camp Fire mounts, residents say officials could have done more\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 33, 'end': 43}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3854\n",
            "My good friend is running a charity stream benefiting the victims of the California wildfires in Paradise, California. If you can, stop by and show him some love, and donate to this cause.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 73, 'end': 83}, {'entity': 'LOC', 'word': 'California', 'start': 107, 'end': 117}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3855\n",
            "Camp Fire Damage Seen from Above in Newly Released Images | The Weather Channel\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3856\n",
            "There are now 63 dead and the number of missing in California from the fires has jumped to 531. Those troops deployed to fat Nixon’s photo op at the border should be redeployed to help the citizens of the golden state.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 51, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3857\n",
            "UPDATE on Structures destroyed in the town of Paradise, California Single residences - 13,672 Multiple Family residences - 282 Commercial - 514 Other minor Structures - 4,265 Civilian Fatalities - 84 Acres burned - 153,336 These are current CAL-FIRE numbers just updated today\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 56, 'end': 66}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3858\n",
            "@JeffreyGuterman @realDonaldTrump I am. Im completely appalled by his lack of compassion to the people of California, including MY family who lost 2 homes in the fires, 1 in Chico & 1 in Paradise which was completely destroyed #PrayForParadise . #CaliforniaFires\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 106, 'end': 116}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3859\n",
            "RT @safehavenhorse: IF ANYONE NEEDS HELP WITH TRANSPORTING THEIR ANIMALS IN THE CAMP FIRE AREA (PARADISE, CA).. THESE PEOPLE CAN HELP! http\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'CA', 'start': 106, 'end': 108}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3860\n",
            "I just wanted to remind everyone what so-called POTUS said about the California fires. As of today, 58 dead, hundreds missing and unimaginable property and environmental damage. This @realDonaldTrump is literally historic. There is no reason for you.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 69, 'end': 79}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3861\n",
            "About 200,000 Southern California residents are still displaced because of a wildfire. Officials say hundreds of homes burned, but firefighters saved many more from destruction.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 23, 'end': 33}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3862\n",
            "We need them to deliver food all around! @WCKitchen #ChefsForCalifornia\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3863\n",
            "My very special friend @XTinaTaft has lost her mum in the fires in California. The local government gave her no warning or evacuations. Please help her GoFundme, she is an only child of a single mum who was the closest person to her. There is a cover up.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 67, 'end': 77}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3864\n",
            "Fast-Spreading Hill and Woolsey Fires Force Evacuations In Californias Ventura County MALIBU, CA - NOVEMBER 09: Llamas are tied to a lifeguard stand on the beach in Malibu as the Woolsey Fire comes down the hill Friday. (Photo by Wally Skalij/Los Angeles Times via Getty Images)\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 59, 'end': 70}, {'entity': 'LOC', 'word': 'Ventura County', 'start': 71, 'end': 85}, {'entity': 'LOC', 'word': 'MALIBU', 'start': 86, 'end': 92}, {'entity': 'LOC', 'word': 'CA', 'start': 94, 'end': 96}, {'entity': 'LOC', 'word': 'Malibu', 'start': 165, 'end': 171}, {'entity': 'LOC', 'word': 'Los Angeles', 'start': 243, 'end': 254}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3865\n",
            "The Camp Fire could surpass the Tubbs Fire in losses. Read more in: JLT Re: California’s Camp Wildfire Most Destructive in US History; 7,150 Structures Destroyed or Damaged.  #insurance #claims #litigation #wildfires #California\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 76, 'end': 86}, {'entity': 'LOC', 'word': 'California', 'start': 218, 'end': 228}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3866\n",
            "How awkward: Donald Trump surveys California fire damage with Gavin Newsom, who was once marrie  via @YahooEnt\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 34, 'end': 44}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3867\n",
            "Death toll reaches 63 in California fires and more than 600 people are still unaccounted for. Firefighters are still on the search for more bodies.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 25, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3868\n",
            "Please help if you can. Family friends of mine lost everything in the #CampFire. I never ask for RTs. For this, I am. Please and thank you. ὉE\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3869\n",
            "HUMBOLDT COUNTY FIREFIGHTERS RETURN HOME FROM THE FATAL CAMP FIRE AS A LOCAL SEARCH AND RESCUE TEAM PREPARES TO LOOK FOR BODIES  #CampFire #ButteCounty #SearchandRescue\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'HUMBOLDT COUNTY', 'start': 0, 'end': 15}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3870\n",
            "An E.coli outbreak has prompted the CDC to advise Americans to avoid romaine lettuce this Thanksgiving. Also, the death toll for California’s wildfire reaches 81 and now flash floods are set to complicate the search for the nearly 900 still missing.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 129, 'end': 139}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3871\n",
            "Israeli environmental organization offers aid to US Department of Agriculture’s Forest Service after devastating California fires via @ArutzSheva\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'US', 'start': 49, 'end': 51}, {'entity': 'LOC', 'word': 'California', 'start': 113, 'end': 123}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3872\n",
            "Two utility companies in California have reported to state regulators they each sustained outages minutes before two destructive wildfires erupted last week at either end of the state, killing at least 31 people.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 25, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3873\n",
            "California needs our help. This Black Friday (11/23), we will be donating 100% of ALL our website sales to support California wildfire relief efforts. Specifically, all sales generated on\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}, {'entity': 'LOC', 'word': 'California', 'start': 115, 'end': 125}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3874\n",
            "42 dead now in #CampFire Death toll likely to rise 2 dead in Southern California fires In Paradise Chaplains accompany Worst deadly fire now since Griffith Park 1933 #ParadiseFire #ClimateChaos Dogs and portable morgues: Search intensifies in fire zone\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 70, 'end': 80}, {'entity': 'LOC', 'word': 'Griffith Park', 'start': 147, 'end': 160}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3875\n",
            "This is an unprecedented event,” the Butte County sheriff says of the staggering new #CampFire death toll that is still expected to rise.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Butte County', 'start': 37, 'end': 49}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3876\n",
            "Southern #California fires: 370 structures destroyed, evacuation order lifted for some, containment still days away.  #WoolseyFire #HillFire\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 10, 'end': 20}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3877\n",
            "Helping Children After a Natural Disaster -- updated w/ links related to California wildfires, as well as info on unique situations immigrant families face before, during, and after a natural disaster |  #ELL #ELLchat @CFTunion @mcricker @AFTunion\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 73, 'end': 83}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3878\n",
            "Plenty of unique items on  to benefit California wildfire relief efforts, inc., game-worn jerseys from players like @JaredGoff16 & this one from Monday of @PatrickMahomes5. Up to $13,100\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 38, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3879\n",
            "@realDonaldTrump @JerryBrownGov @GavinNewsom 71 people dead from the fires in California. More than a thousand unaccounted for. Tremendous loss of life and property. But Trump is gleeful about some damn election.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 78, 'end': 88}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3880\n",
            "This needs to be seen by more people. The people of California need to know that fellow Americans are coming to their aid!\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 52, 'end': 62}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3881\n",
            "No Comment -- Wildfires ravage homes in California\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 40, 'end': 50}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3882\n",
            "Drone shows devastation of California wildfires as death toll hits 63\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 27, 'end': 37}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3883\n",
            "#Chiefs QB Patrick Mahomes game-worn jersey appears in NFLs charity auctions to benefit California wildfire victims\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 88, 'end': 98}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3884\n",
            "The number of people killed in California’s deadliest wildfire rose to 76 as search and rescue continued the grim task of looking for the dead amid the ashes in Butte County, the sheriff said.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 31, 'end': 41}, {'entity': 'LOC', 'word': 'Butte County', 'start': 161, 'end': 173}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3885\n",
            "RT @jpanzar: @AsteadWesley And it rose to 71 dead, more than 1,000 people reported missing today\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3886\n",
            "The #California fires are horrifying and grave. @hopemadehuman is making something good out of recent WH comments and launching a fundraising campaign to support fire victims. Pease buy a t-shirt. 100% of proceeds donated to the @RedCross Wildfire Fund.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 5, 'end': 15}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3887\n",
            "RT @WatchOutForIce: The death toll from the California wildfires just grew by a large amount\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 44, 'end': 54}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3888\n",
            "The death toll climbs as we face uncontrolled wildfires on the California coast. Things are quiet and safe here in Nipomo, but friends north and south have been evacuated. These eerie images come from @mercurynews Thanks to all involved in the firefighting and rescue efforts.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 63, 'end': 73}, {'entity': 'LOC', 'word': 'Nipomo', 'start': 115, 'end': 121}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3889\n",
            "As Camp Fire burned, Bay Area residents gave up Thanksgiving plans to help\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3890\n",
            "#Many still unaccounted for in #California #fires - Nov 19 @ 5:51 PM ET\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 32, 'end': 42}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3891\n",
            "The Choctaw Nation of Oklahoma is supporting tribal members affected by the California wildfires through its Emergency Management Department. For assistance please call the Choctaw Nation of Oklahoma Disaster Hotline at 844.709.6301.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Oklahoma', 'start': 22, 'end': 30}, {'entity': 'LOC', 'word': 'California', 'start': 76, 'end': 86}, {'entity': 'LOC', 'word': 'Oklahoma', 'start': 191, 'end': 199}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3892\n",
            "RT @people: At Least 9 Dead in California Wildfires as Trump Threatens to Stop Federal Funding\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 31, 'end': 41}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3893\n",
            "@PeterHi32200905 Please dont help idiots like this spread nonsense. Any wildland firefighter, like me, will tell you that most wildland fires are extinguished by purposefully set backfires. Theres not enough water in California to put these fires out. You must burn the fuel in their path.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 217, 'end': 227}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3894\n",
            "RT @OrovilleMR: Smoke from California fires can cause problems for wildlife and pets\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 27, 'end': 37}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3895\n",
            "@SusanWBrooks 23 people have died in California wildfires, and your President is siding with the fire.excuse me while I vomit\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 37, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3896\n",
            "At least 11 deaths suspected in California wildfires, as winds set to pick back up\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 32, 'end': 42}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3897\n",
            "More death and more destruction coming in the aftermath of raging wildfires. 44 people were killed across California. The images are terrifying. #MorningRushATL @chesley11alive @jaygraymatters\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 106, 'end': 116}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3898\n",
            "RT @SonjaHutson: Evacuation orders lifted for #CampFire @KQEDnews\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3899\n",
            "RT @washingtonpost: Apocalyptic images show the unfathomable devastation caused by California’s deadly Camp Fire\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 83, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3900\n",
            "RT @AP: BREAKING: Sheriff reports 9 people dead in Northern California wildfire that has now become states most destructive.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 60, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3901\n",
            "RT @TonyBizjak: Flash-flood watch issued, residents in Camp Fire area urged to watch for evacuations if storm grows\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3902\n",
            "Baby2Baby is working to get high-need items to children affected by the ongoing Camp Fire, Hill Fire & Woolsey Fire in CA. Help us put diapers, wipes & other essentials into the hands of families who have lost everything by purchasing from our registry:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'CA', 'start': 119, 'end': 121}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3903\n",
            "#CorpMedia #Idiocracy #Oligarchs #MegaBanks vs #Union #Occupy #NoDAPL #BLM #SDF #DACA #Humanity Deadly California wildfires continue to burn, death toll of 44 likely to rise  Strong winds and parched fields continued Monday to fuel the northern Califo\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 103, 'end': 113}, {'entity': 'LOC', 'word': 'Califo', 'start': 245, 'end': 251}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3904\n",
            "California wildfires death toll climbs to 86, with more than 500 still unaccounted for - ABC News -  via @ABC\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3905\n",
            "On-the-ground snapshots from California’s Camp Fire show devastation and bravery\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 29, 'end': 39}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3906\n",
            "California restaurant owner ignores evacuation order, serves meals to first responders  #woolsey #fires #fire #california #firstresponders #firefighters #police #emergency\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}, {'entity': 'LOC', 'word': 'california', 'start': 111, 'end': 121}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3907\n",
            "California wildfires death toll at 31, more than 220 missing: Al Jazeera  | More w/ Eco-Search:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3908\n",
            "California Fires Are An American Tragedy of Epic Proportions 77 dead 900 missing 52,000 displaced And Numbers Continue to Rise We Can Help these Fire Devastated Communities  #CampFire #MondayMotivation #ThanksgivingWeek\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3909\n",
            "@NBCNewsTHINK @LevinsonJessica ὞3Devasting Climate ReportὪ8Storm damage suffering for those affected by Hurricane Florence! Ὢ9Fires ὒ5 devastation of California! How is FEMA helping our citizens now? This reports advise us of more to come! Trump & Republicans don’t believe in Climate Change! We’re Screwed\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 150, 'end': 160}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3910\n",
            "It’s Not Just the Flames, It’s the Air Quality: As a Million Students Are Forced out of Class Due to California Wildfires and Smoke, State Schools Chief OKs Emergency Relief\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 101, 'end': 111}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3911\n",
            "631 are missing from the California fires and over 60 are confirmed dead.Hundreds have lost everything.There are multiple opportunities to make donations.Choose one! #CaliforniaFires #MakeADifference\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 25, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3912\n",
            "#CampFire update. 140,000 acres 40% containment 56 confirmed dead (still climbing) #prayforParadise #ParadiseStrong #ButteStrong\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3913\n",
            "Death Toll Reaches 31 in California Wildfires, as 300,000 Residents Forced to Evacuate | @arlardieri | @usnews -\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 25, 'end': 35}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3914\n",
            "Our story tonight. Serving up a pair of heroes for the holidays: Firefighter pilots on California peak rescue amid wildfire: There was really nowhere to run, nowhere to go - ABC News\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 87, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3915\n",
            "Please donate if youre able ὤFἿD⁦@RedCrossLA⁩ ⁦@LAFD⁩ ⁦@baby2baby⁩ Death toll in California wildfires climbs to at least 31 - NPR\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 81, 'end': 91}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3916\n",
            "Survivors, emergency radio recordings and accounts by officials depict the chaos of that nightmare: a staggered evacuation plan that fell tragically short, residents with no warning to get out, and gridlocked evacuation routes that became fire traps”\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3917\n",
            "The death toll has now reached 42 from #ParadiseFire. It’s hard to comprehend how that even happens until you read that the #CampFire moved faster than humans can, burning nearly an acre per second.” Ὁ4  via @sfchronicle\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3918\n",
            "#IsraeliEmergency: Response Team Aids California Fire Victims.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 38, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3919\n",
            "Strong Santa Ana winds will continue into Friday, keeping fire danger high across portions of Southern California\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 103, 'end': 113}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3920\n",
            "The most destructive wildfire in California history has killed at least nine people and its nowhere close to being contained. @KayleeHartung is on the scene and provides us with the latest.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 33, 'end': 43}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3921\n",
            "#Trump visits #California as #wildfires leave 74 #dead, more than 1,000 others #missing\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 15, 'end': 25}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3922\n",
            "Starting tomorrow, donations will be accepted in the Bret Harte office! Bring in your new and un-opened toys and help make the holiday season as normal as possible for the families affected by the Camp Fire ὉCὉB\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3923\n",
            "RT @KCRAEdieLambert: CHICO, Calif. (AP) - Sheriff says 8 more bodies found bringing death toll to 56 in Northern California wildfire; 130 s\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Calif', 'start': 28, 'end': 33}, {'entity': 'LOC', 'word': 'California', 'start': 113, 'end': 123}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3924\n",
            "Death Toll Rises To 56 In Northern California Camp Fire, Deadliest In State History. Trump should be on trial for negligence. His refusal to act on climate change given his position as president is unforgivable.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 35, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3925\n",
            "It is Day 11 of massive wildfires in California. ◾️ The death toll in the #CampFire has risen to 79 people. Its 70% contained ◾️ The #WoolseyFire has destroyed about 1,500 homes in the Los Angeles area. Its 96% contained ◾️ The two fires have burned 248,000 acres of land\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 37, 'end': 47}, {'entity': 'LOC', 'word': 'Los Angeles', 'start': 183, 'end': 194}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3926\n",
            "The Wall Street Journal. - News Alert At Least 25 Dead as Wildfires Hit California in North and South The death\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 72, 'end': 82}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3927\n",
            "RT @alexjdburt: @CAL_FIRE California: Hey we really need help these fires are getting worse Nevada:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 26, 'end': 36}, {'entity': 'LOC', 'word': 'Nevada', 'start': 92, 'end': 98}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3928\n",
            "REPORT: Authorities Say 25 Are Dead In California Fires, Thousands Of Homes And Businesses Burned\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 39, 'end': 49}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3929\n",
            "Newsweek: Paradise lost: Inside the burned-out California town destroyed by deadly Camp Fire.  via @GoogleNews\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 47, 'end': 57}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3930\n",
            "Here is a list of supplies needed for the #Camp Fire Restoration Project (Phase 1): -Wattles -Straw Bales (Prefer Rice Straw but any with no or low seed is good) -Wood Chips (Local tree\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3931\n",
            "In California, almost 3 people per week are killed while on bikes. Imagine our news feeds if all of them were given as much media attention. We’d be overwhelmed. Condolences to Mike’s family. Ὁ4\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 3, 'end': 13}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3932\n",
            "California wildfires roar unchecked, drive 250,000 people from homes, 11 people have been left dead.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3933\n",
            "Please help my friend Paris Lincoln .. her house was burned down in LA fires she was only able to get out with a suitcase\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'LA', 'start': 68, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3934\n",
            "46 feared dead in California’s WORST EVER wildfires\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 18, 'end': 28}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3935\n",
            "How Thousand Oaks has coped with a week of chaos since 12 people were killed Under the constant threat of a looming wildfire, #ThousandsOaks is still shrouded in grief.  #California\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Thousand Oaks', 'start': 4, 'end': 17}, {'entity': 'LOC', 'word': 'California', 'start': 171, 'end': 181}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3936\n",
            "If youre moved by the stories we at @KQEDnews brought you from #Paradise, #Chico and #ButteCounty, remember that theres too many more. But there are many orgs ready get donations to fire refugees who need help:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'ButteCounty', 'start': 86, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3937\n",
            "#retweet4good Even if you arent able to personally donate, please take a moment to RT this ὄ7 with the hashtag to help raise money for California wildfire relief.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 135, 'end': 145}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3938\n",
            "Hear from 2 of the over 2,500 prisoner firefighters on the front lines in #California after a 24 hour shift. Theyre paid just $1 an hour to risk their lives fighting the #wildfires . #CampFire\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 75, 'end': 85}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3939\n",
            "@ChicoFD has been on #campfire since early on 11/08 Today @hbo @newsvice produced great story of responder recovery efforts to include 4 #cfd crews still on fire. It’s hard & emotional work after a week of running & gunning”\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3940\n",
            "Mike McCarthy on Aaron Rodgers’ $1 million donation to help California fire victims: He’s so much more than just our quarterback. I know the fire has been constantly on his mind. We talk about it pretty much every day. What he’s doing is tremendous.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 60, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3941\n",
            "California fires: This is a basic list of what people who have evacuated will need right now. HOW YOU CAN HELP. RT. #californiafires How to help:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3942\n",
            "@SierraNevada is brewing a #resilience #beer that will help #CampFire victims - and theyre encouraging other breweries to do it too.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3943\n",
            "RT @taymnns: i would never leave my dog in these california fires, homies evacuating with me, no pups left behind\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'california', 'start': 49, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3944\n",
            "RT @haileyhansennn: MISSING IN THE CAMPOS CAMP FIRE PLS HELP US FIND HER !!!\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3945\n",
            "RT @washingtonpost: Best Thanksgiving of my life”: Amid wildfire destruction, evacuees in California find meaning in holiday /\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 90, 'end': 100}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3946\n",
            "RT @bakersfieldnow: Death toll in Camp Fire in Butte County revised to 85 after thousands of people located.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Butte County', 'start': 47, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3947\n",
            "BREAKING: More than 6,700 structures destroyed in Camp Fire in Northern California, making it the most destructive wildfire in California history; at least 9 dead\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 72, 'end': 82}, {'entity': 'LOC', 'word': 'California', 'start': 127, 'end': 137}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3948\n",
            "RT @IdeaGov: 10,000 homes destroyed. Ten thousand. As if a bombing raid occured\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3949\n",
            "List of missing in #CampFire fluctuates, confusing some. 699 still unaccounted for. 81 confirmed dead.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3950\n",
            "TRUMP ISSUES MAJOR DECLARATION FOR CALIF. FIRES; DEATH TOLL CLIMBS TO 44 Nov. 12 — The death toll in California wildfires rose to 44 people Monday night as President Donald Trump issued a major declaration for the\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 101, 'end': 111}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3951\n",
            "RT @sacbee_news: Green Bay Packers QB and Chico native Aaron Rodgers donates $1M to #CampFire relief — heres how you can also help: :\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3952\n",
            "In a city of about 27,000 and 10,827 households, Paradise now lies in near complete destruction. Consider how differently tragedies like this would unfold if they had unconditional basic income? Lives would be less devastated. Recovery would be faster.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3953\n",
            "Fire death toll at 56 and counting in Northern California\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 47, 'end': 57}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3954\n",
            "The historic blazes in California have now killed 25 people, destroyed thousands of homes and forced 250,000 to flee.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 23, 'end': 33}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3955\n",
            "RT @HainesForSF: San Francisco :: Butte County: Death toll in Camp Fire falls to 85 - East Bay Times ὊDὐ1♥️ @HainesForSF\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'San Francisco', 'start': 17, 'end': 30}, {'entity': 'LOC', 'word': 'Butte County', 'start': 34, 'end': 46}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3956\n",
            "@DebraWalker6 Bottom line, not once have you shown ounce of compassion for anyone who has been displaced, hurt , or killed in the California fires. It speaks to your character or rather your lack there of. God is watching.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 130, 'end': 140}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3957\n",
            "After 7 days of helping provide assistance in battling the deadly fires in California, Baytown fire crews returned home. @KPRC2 at 5\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 75, 'end': 85}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3958\n",
            "Homelessness has gone up, thousands of Californians are displaced due to the wildfires yet dems want people rushing into the country to be taken care of before actual citizens??\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3959\n",
            "RT @SkyNews: California wildfires: Woman who waited to put make-up on among dead\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 13, 'end': 23}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3960\n",
            "RT @_HoboJohnson: people are losing theirs homes and lives. please help if you have the means\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3961\n",
            "#California is a National Emergency, with thousands homeless & more displaced by #Fires. So, WHY did #Judge in #SanFrancisco rule against #America⁉️ ‘This Has To Be STOPPED Right Now - Ben Shapiro REACTS To Migrant Carav.. via @YouTube\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 1, 'end': 11}, {'entity': 'LOC', 'word': 'SanFrancisco', 'start': 112, 'end': 124}, {'entity': 'LOC', 'word': 'America', 'start': 139, 'end': 146}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3962\n",
            "Serving Time, And Fighting California Wildfires For $2 A Day: Close to 1,500 inmates have\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 27, 'end': 37}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3963\n",
            "The U.S. government has distributed more than $20 million in assistance for people displaced by the catastrophic wildfire in Northern California, a Federal Emergency Management Agency official said Monday as hundreds of searchers kept looking for\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'U.S.', 'start': 4, 'end': 8}, {'entity': 'LOC', 'word': 'California', 'start': 134, 'end': 144}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3964\n",
            "RT @ashulman_RS: The #CampFire has now killed 56 people, and another 130 are still missing:\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3965\n",
            "Camp-Fire CA 71dead1600 missing Hundreds are living in tents in the parking lot of #Walmart. Walmart has demanded they leave. They should be opening their doors and helping these people! In #HolidaySpirit Lets #BoycottWalmart ***************** PLEASE RETWEET\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3966\n",
            "Stay safe @california ὤF Camp Fire burns over 6700 structures and 9 dead become the most destructive fire in #California history. A state of emergency was declared in @ButteCounty in response to the growing #CampFire #wildfire #wildlife #emergency #climate #environmentallegacy\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'california', 'start': 11, 'end': 21}, {'entity': 'LOC', 'word': 'California', 'start': 110, 'end': 120}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3967\n",
            "Six Hundred Thirty One Missing in California wildfires. 631. Mon dieu.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 34, 'end': 44}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3968\n",
            "RT @WRSABlog: Van der Leun is one of the evacuees; heres his latest:\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3969\n",
            "RT @vulcanbomber2: they should charge him with Manslaughter for every person and animal killed in these fires.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3970\n",
            "California Wildfires Destroy Camp for Teens Living With HIV [VIDEO] @trentonstraube\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3971\n",
            "Aaron Rodgers announced hes donating $1 million to help those affected by the California wildfires. VIDEO @\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 78, 'end': 88}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3972\n",
            "Nearly 1/3 of the firefighters heroically fighting California’s ominous fires are prisoners. And, they won’t be able to get firefighter jobs when they get out because they have felonies. Isn’t that a shame.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 51, 'end': 61}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3973\n",
            "NFL Quarterback Aaron Rodgers Donates $1 Million Dollars To California Wildfire Victims\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 60, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3974\n",
            "The Town of Paradise has released a list of all the structures they have confirmed destroyed since the Camp Fire raged through their town. READ MORE>>\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3975\n",
            "Airs are highly toxic so we recommend to stay indoors. This is now one of the deadliest fires in Californias history. Thousands of homes are destroyed in just hours. This is deviststing to the millions of people who lost their homes.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 97, 'end': 108}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3976\n",
            "Shoutout to @kanyewest who recently donated $500,000 to the California Wildfire Relief. #TheProgressReport #KanyeWest #California #Wildfire #Donation\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 60, 'end': 70}, {'entity': 'LOC', 'word': 'California', 'start': 119, 'end': 129}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3977\n",
            "The price of fossil fuels driven #climate change that bozo Trump does not recognize and blames forest management - The death toll from Californias fires has risen to 59, with thousands of homes destroyed in Malibu and Northern California  via @BI_Europe\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 135, 'end': 146}, {'entity': 'LOC', 'word': 'Malibu', 'start': 207, 'end': 213}, {'entity': 'LOC', 'word': 'California', 'start': 227, 'end': 237}, {'entity': 'LOC', 'word': 'Europe', 'start': 247, 'end': 253}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3978\n",
            "@realDonaldTrump @FEMA_Brock @SecretaryZinke @fema @realDonaldTrump, remember this? More than 40 people died while you tweeted it.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3979\n",
            "Weather could slow down crews looking for fire victims in burned out buildings. Per @ABC Butte County says this is largest search operation in California history. More than 500 search & rescue volunteers at work.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Butte County', 'start': 89, 'end': 101}, {'entity': 'LOC', 'word': 'California', 'start': 143, 'end': 153}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3980\n",
            "RT @NPR: At least 31 people have died as wildfires continued to tear through Northern and Southern California.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 99, 'end': 109}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3981\n",
            "Crews search for those killed in California wildfires\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 33, 'end': 43}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3982\n",
            "@TinaBaume @latimes @JerryBrownGov Ok. You hate California. Got it. What does that have to do with the fires that have killed almost 50 people? And its not politicians who make real estate so expensive. Its developers and people who buy their homes. Take it up with them.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 48, 'end': 58}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3983\n",
            "Since Thursday, the fires already have claimed at least 11 lives, destroyed thousands of homes and other structures, and scorched hundreds of square miles.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3984\n",
            "Kevin Hannes with FEMA  its unclear if trailers will be brought in to handle the displaced @fema @Cal_OES set up trailers NOW, why do I pay taxes????!!!! or is it because #IlegitimatePOTUS @realdonaldtrump stripped the budget?\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3985\n",
            "Eyed in California fires, utility companies push for lighter penalties\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 8, 'end': 18}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3986\n",
            "The Camp Fire in Northern California’s Butte County has killed 23 people and is the third-deadliest on record in the state. The overall death toll is likely to rise.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 26, 'end': 36}, {'entity': 'LOC', 'word': 'Butte County', 'start': 39, 'end': 51}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3987\n",
            "How bad is the emergency housing/shelter situation in California? FEMA just told us theyve put up about 120 people in hotels. Yep, 120. But potentially hundreds of thousands of people are displaced.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 54, 'end': 64}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3988\n",
            "It is day 10 of massive wildfires in California. - At least 80 people are dead - 993 people are still unaccounted for from the #CampFire - Hundreds of thousands of people were forced to evacuate their homes - Around 9,000 firefighters are still battling flames\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 37, 'end': 47}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3989\n",
            "The death toll in California’s Camp Fire rises further, with hundreds still missing\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 18, 'end': 28}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3990\n",
            "Correction.#Retweet4Good State Farm donates $1 per retweet up to a million for survivors of California fires.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 92, 'end': 102}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3991\n",
            "@realDonaldTrump Some evacuation centers around Woodland Hills and Thousand Oaks are at capacity. Check for closures and updates:\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Woodland Hills', 'start': 48, 'end': 62}, {'entity': 'LOC', 'word': 'Thousand Oaks', 'start': 67, 'end': 80}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3992\n",
            "Death toll hits 56 in Californias #CampFire as officials release list of unaccounted  via @CBSNews\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 22, 'end': 33}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3993\n",
            "Timelapse video shows the destructive #WoolseyFire spreading into Malibu, as seen from Venice Beach, about 20 miles away. At least 31 people have died this week as massive wildfires continue raging across California.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Malibu', 'start': 66, 'end': 72}, {'entity': 'LOC', 'word': 'Venice Beach', 'start': 87, 'end': 99}, {'entity': 'LOC', 'word': 'California', 'start': 205, 'end': 215}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3994\n",
            "@AshleyAdamsRuns @lisarinna I’m responding to the FEMA money transferred from FIRES in California-\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 87, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3995\n",
            "Here is a great cause help Reigns Around Hope Foundation raise funds to rescue livestock affected by the fires in California go to  #CaliforniaWildfire #horse #reignsaroundhope #charities #animalrescue\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 114, 'end': 124}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3996\n",
            ".@siliconvalleycf has compiled a list of organizations working in Northern + Southern CA to support relief and recovery efforts for the #CampFire in Butte County and the #WoolseyFire in Los Angeles and Ventura Counties. #firerelief\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'CA', 'start': 86, 'end': 88}, {'entity': 'LOC', 'word': 'Butte County', 'start': 149, 'end': 161}, {'entity': 'LOC', 'word': 'Los Angeles', 'start': 186, 'end': 197}, {'entity': 'LOC', 'word': 'Ventura', 'start': 202, 'end': 209}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3997\n",
            "Also to my California friends, if at all possible, perhaps set a few extra places at the dinner table tomorrow for those affected by the fires. Maybe, just maybe, being in the presence of kind people and good food will help them forget their problems for a few hours.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 11, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3998\n",
            "‘Paradise is Gone’: California fires devastate communities as death toll mounts to 23\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 20, 'end': 30}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 3999\n",
            "2 Killed In Southern California Blaze, CA Wildfire Death Toll Ticks Up To 11\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 21, 'end': 31}, {'entity': 'LOC', 'word': 'CA', 'start': 39, 'end': 41}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4000\n",
            "ὒ5Ἑ511/18 Lost Coast Hay is teaming up w/ Birch Valley Ranch Equestrian School ➡ #donations of hay *NEEDED* for #horses #livestock impacted by #CampFirePets Birch Valley Ranch FB ὑ7   #CampFireJamesWoods #DisasterAssistTeam\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Birch Valley Ranch Equestrian', 'start': 42, 'end': 71}, {'entity': 'LOC', 'word': 'Birch Valley Ranch', 'start': 157, 'end': 175}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4001\n",
            "Disaster in America. Cant even fathom this. California wildfires leave at least 66 dead with more than 600 still missing: Its going to get worse\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'America', 'start': 12, 'end': 19}, {'entity': 'LOC', 'word': 'California', 'start': 44, 'end': 54}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4002\n",
            "RT axios The Camp Fire in California has destroyed at least 6,713 homes, businesses and other structures.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 26, 'end': 36}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4003\n",
            "We were just discussing in the studio how an incinerated town of more than 25,000 residents could evacuate so many so quickly Were afraid this story is going to get so much worse\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4004\n",
            "Want to know why the search to find the missing and identify victims in Californias wildfires could take months? Curious to know more about the Florida recount? Find answers to these questions and more at #APExplains.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 72, 'end': 83}, {'entity': 'LOC', 'word': 'Florida', 'start': 144, 'end': 151}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4005\n",
            "We are trying to figure how to remove the roadblocks to their recovery.” This article provides a great look at the critical role that #RedCross caseworkers play after disasters like the California #wildfires. Thank you, casework volunteers!\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 186, 'end': 196}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4006\n",
            "Forensic units are going in using DNA tests to identify bodies burnt beyond recognition. Entire towns are gone. 76 are dead to date. May they rest in power. Sometimes it’s the hope of a brighter tomorrow that drives me to fight. Today, it’s the scarred ruins of lives and dreams.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4007\n",
            "@TaylorAnnPasta @kahtreenah_ @CNN Then why don’t you donate? Anything helps. Doesn’t just need to be rich people that are donating, average people can donate too. Celebrities aren’t obligated to give money to towns after fires but if you’re so concerned, here’s a donation link for Paradise\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4008\n",
            "BREAKING: Death toll from northern California wildfire rises to 29, making it the most deadly in 85 years; 228 more people still unaccounted for - Sheriffs Office\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 35, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4009\n",
            "We have donated to the Los Angeles Fire Department Foundation to help after the deadly California wildfires, and encourage others to support the recovery effort as they see fit. We can do this together. #laharecovery #wildfires\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Los Angeles', 'start': 23, 'end': 34}, {'entity': 'LOC', 'word': 'California', 'start': 87, 'end': 97}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4010\n",
            "RT news6wkmg: The death toll from Californias raging wildfires has risen to 23, according to authorities.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 34, 'end': 45}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4011\n",
            "Good Samaritans to the rescue as thousands of animals displaced by wildfires  via @NBCNews\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4012\n",
            "RT @sacbee_news: UPDATE: The Camp Fire death toll rises to 76 #CampFire #Paradise #California #wildfires  .\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 83, 'end': 93}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4013\n",
            "RT @stacyowen: Aaron Rodgers Donating $1 Million to Camp Fire Relief Efforts #retweet4good ⁦@nbcbayarea⁩ @telemundo48\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4014\n",
            "You have to be a first class asshole to get firefighters mad at you during a fire that has now killed dozens of people. 25 people have now died.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4015\n",
            "Ashley Homestore is helping Camp Fire victims get new beds! 100% of your donation will be used to provide Camp Fire victims with new queen mattress sets for the Salvation Army to distribute.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4016\n",
            "California wildfires: Footage gives terrifying perspective of evacuation\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4017\n",
            "There is still so much work to be done! 50% of ALL subscriptions to @SportsAlDente will be donated to the #RedCross to aid in WildFire relief. Let’s help rebuild our community!\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4018\n",
            "Jammu and Kashmir: One civilian injured during an exchange of fire between security forces and terrorists, the exchange of fire ensued after terrorists fired upon a camp in Khudwani area of Kulgam. The injured has been admitted to hospital. Security forces have cordoned the area.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Jammu', 'start': 0, 'end': 5}, {'entity': 'LOC', 'word': 'Kashmir', 'start': 10, 'end': 17}, {'entity': 'LOC', 'word': 'Khudwani', 'start': 173, 'end': 181}, {'entity': 'LOC', 'word': 'Kulgam', 'start': 190, 'end': 196}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4019\n",
            "PNS Daily Newscast - November 11 - More than 12-hundred missing in the California wildfires.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 71, 'end': 81}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4020\n",
            "To assist residents impacted by the fires in Southern California, @ATT is providing charging stations, water, snacks and access to local news broadcasts at evacuation shelters in Simi Valley, Thousand Oaks and Woodland Hills. #WoolseyFire #HillFire #CaliforniaFires\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 54, 'end': 64}, {'entity': 'LOC', 'word': 'Simi Valley', 'start': 179, 'end': 190}, {'entity': 'LOC', 'word': 'Thousand Oaks', 'start': 192, 'end': 205}, {'entity': 'LOC', 'word': 'Woodland Hills', 'start': 210, 'end': 224}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4021\n",
            "Authorities are using a powerful tool in their effort to identify the scores of people killed by the wildfire that ripped through Northern California.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 139, 'end': 149}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4022\n",
            "If you are evacuated from the #California #wildfires, contact your insurance company or agent: Toll Free Phone Number\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 31, 'end': 41}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4023\n",
            "At least 79 people are dead in Californias devastating wildfires. The number of missing people has skyrocketed to over 1,200.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 31, 'end': 42}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4024\n",
            "New post (Malibu threatened and nine dead from monster wildfires in California) has been published on Daily top pop -\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Malibu', 'start': 10, 'end': 16}, {'entity': 'LOC', 'word': 'California', 'start': 68, 'end': 78}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4025\n",
            "California wildfires death toll reaches 86, with more than 500 still unaccounted for: Hundreds of people remain missing in the wake of a pair of deadly wildfires that have been burning across both ends of California.  #US\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}, {'entity': 'LOC', 'word': 'California', 'start': 205, 'end': 215}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4026\n",
            "So many of you have reached out and asked how you can help, we cannot thank you enough for this outreach. Visit  to make a donation to those already on the ground making a difference. When doing so, select California Wildfires” from the drop-down #CALove\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 206, 'end': 216}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4027\n",
            "No, hes really not. Hes dancing around it, but not really talking about the truth, even after his dumbass policies killed over 1,000 people.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4028\n",
            "Over 1100 ppl still missing from Camp Fire-death toll 77. Heartbreaking so many ppl perished in their cars & homes. Fire swept through so quickly ppl were overcome by smoke & flames. My heart goes to families still searching & those who lost loved onesὢ2Ὁ4\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4029\n",
            "Me and my #company #thestripesinme help raise money for the California firefighters and #wildfires with a purchase of a hoodie or shirt if u care please don’t hesitate\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 60, 'end': 70}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4030\n",
            "If there is one thing California businesses should take away from the new year-round fire season, it’s that you must have a disaster recovery plan in place. Check out our latest blog post outlining tips for disaster recovery planning. #DisasterRecovery\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 22, 'end': 32}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4031\n",
            "Death toll in Northern California wildfire rises to 23, authorities say via FOX NEWS\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 23, 'end': 33}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4032\n",
            "RT @NahBabyNah: THEY NEED TO DO A BETTER JOB OF FOREST MANAGEMENT Death toll grows to 63 in Northern Californias Camp Fire.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 101, 'end': 112}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4033\n",
            "@PGE4Me stock went up 40% on sick people looking to make a buck off the backs of the 100+ killed by #PGEmalfeasance because @JerryBrownGov signed law so rate/tax-payers foot the bill.\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4034\n",
            "Public Safety Officials did not use the Wireless Emergency Alert (WEA) System to alert the Butte County population of a fast moving wildfire. The Camp Fire now sits as the deadliest wildfire in California with 42 deaths reported an\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Butte County', 'start': 91, 'end': 103}, {'entity': 'LOC', 'word': 'California', 'start': 194, 'end': 204}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4035\n",
            "Death toll in Northern California wildfire climbs to 48, as grim search continues\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 23, 'end': 33}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4036\n",
            "RT @drjudymelinek: Please donate & RT. Even $5 will help. These are friends. Solors Family - Camp Fire Victims from Paradise\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4037\n",
            "The local #RedCross has deployed 15 people from Oregon & SW Washington to assist with the California wildfires response. Disaster responders from nearly a dozen cities across the state of Oregon and Vancouver, WA, are making their way to California to help. THANK YOU!\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Oregon', 'start': 48, 'end': 54}, {'entity': 'LOC', 'word': 'Washington', 'start': 60, 'end': 70}, {'entity': 'LOC', 'word': 'California', 'start': 90, 'end': 100}, {'entity': 'LOC', 'word': 'Oregon', 'start': 188, 'end': 194}, {'entity': 'LOC', 'word': 'Vancouver', 'start': 199, 'end': 208}, {'entity': 'LOC', 'word': 'WA', 'start': 210, 'end': 212}, {'entity': 'LOC', 'word': 'California', 'start': 238, 'end': 248}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4038\n",
            "Some California Wildfire Victims May Never Be Found: Searcher  ὏0 #News #Animals #Pets #PetOwners #PetLovers #CharlotteNC #CLT #NorthCarolina #DrOGayle #CLTpets\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 5, 'end': 15}, {'entity': 'LOC', 'word': 'NorthCarolina', 'start': 128, 'end': 141}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4039\n",
            "So far my friends are okay - hope to all of the folks who have people in the area to be the same. At least 9 dead as fires spread at both ends of California @CNN\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 146, 'end': 156}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4040\n",
            "RT @KristySwansonXO: @JackPosobiec Please help if you can. If you go to James page instuctions on how it works are there ὤFἿC἟A἟8ὤFἿC἟A἟8ὤFἿC἟A἟8:\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4041\n",
            "The Camp fire, the deadliest and most destructive in California history, has now killed 48 people, officials said.  via @HuffPost\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 53, 'end': 63}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4042\n",
            "RT @mca05: Camp Fire: Death toll now 76 in Butte County  via @abc7\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Butte County', 'start': 43, 'end': 55}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4043\n",
            "New post (Death toll rises to 63 in N California wildfire) has been published on NUS -\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 38, 'end': 48}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4044\n",
            "#California carnage: 42 dead in wildfires, 200 missing, 250k evacuated (PHOTOS, VIDEOS) — RT US News\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 1, 'end': 11}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4045\n",
            "Downed PG&E power lines may have sparked #CampFire that destroyed town of Paradise and killed at least 9 people. Utility already being sued for other deadly California wildfires. Story from: @mercnews.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 157, 'end': 167}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4046\n",
            "The death toll is currently at 42 CAMP FIRE is deadliest in #California history About 21 million people are under #RedFlagWarning in California\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 61, 'end': 71}, {'entity': 'LOC', 'word': 'California', 'start': 133, 'end': 143}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4047\n",
            "#California #wildfires: Death toll touches 25-details/USN/17658/california-wildfires-death-toll-touches-25.html #CaliforniaWildfires\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 1, 'end': 11}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4048\n",
            "WVNYWFFF AP News Guide: Fires blaze on 2 ends of California, kill 11\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 49, 'end': 59}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4049\n",
            "RT @ndtv: Californias deadliest wildfire that killed at least 85 people now tamed\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 10, 'end': 21}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4050\n",
            "Northern California wildfire kills 42 to rank as deadliest in state history  via @politicususa\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 9, 'end': 19}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4051\n",
            "RT @NBCNightlyNews: California wildfires: Town hosting displaced victims for Thanksgiving feast.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 20, 'end': 30}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4052\n",
            "Is the government concealing Californias wildfire death toll? - Strange Sounds\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 29, 'end': 40}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4053\n",
            "RT @jeffdpmfc: @Cass_C7 Another pup rescued from the terrible California fires #HerosAll\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 62, 'end': 72}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4054\n",
            "Woman survives California bar shooting, then her family home is destroyed by wildfire\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 15, 'end': 25}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4055\n",
            "California Fires Update: The #CampFire is currently active on 109,000 acres and is 25 percent contained. #WoolseyFire is active on 83,275 acres and is 10 percent contained. The #HillFire remains active on 4,531 acres and is 70 percent contained.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 0, 'end': 10}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4056\n",
            "My, what a juicy Ohnut. Margaret really outdid herself this year. ὤC This year were thankful for all of you! In the spirit of Thanksgiving our #BlackFriday starts today ✨and were donating 10% of all sales to the California Wildfire Relief Fund. Lets help in any way we can!\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 212, 'end': 222}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4057\n",
            "UNKNOWN CAUSE? - In two days, the Camp Fire has ravaged over 6,453 homes and 260 commercial buildings across Butte County. The fire has claimed the lives of at least nine people. The cause of the fire is unknown.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Butte County', 'start': 109, 'end': 121}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4058\n",
            "@celebwhogive @Travis_Bryant @UCLAMCH @Mattel California wildfire refugees in walmarts parking lot\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 46, 'end': 56}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4059\n",
            "Dear friends, as you may already have heardthe fires in California are no joke! Please help in any way you are able to. We really appreciate your kindness at this time\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 56, 'end': 66}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4060\n",
            "@KevinNgetich_ @awuor_ondeng But if the victim is to be a non-agressor, then that still moralizes the deaths of all victims of terrorism, 9/11,California,Sandy hook those people just were, they were just existing, doing nothing wrong, but because someone else believed they were in their way, they were killed\n",
            "Predicted Locations\n",
            "[] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4061\n",
            "If you quote tRUmp on how CA mismanaged, pls let US know tRUmp heroics when he RAN INTO FIRE SAVING LIVES. NOT JUST RUNNING AT THE MOUTH! Only idiots #SundayMorning Death toll rises to 76 in California wildfires as relatives search for the missing\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 191, 'end': 201}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4062\n",
            "‘We’re not going to die like this’: Nine confirmed dead in California’s most destructive fire - The Sacramento Bee - ὡEὡEὡEὡE\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 59, 'end': 69}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4063\n",
            "Total destruction: Volunteers sift through ashes of Northern California wildfire  via @nbcnews\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 61, 'end': 71}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4064\n",
            "RT @tictoc: Inmates are making $1 or less per hour fighting Californias massive, deadly wildfires #tictocnews\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'Californias', 'start': 60, 'end': 71}] \n",
            "\n",
            "\n",
            "\n",
            "Sample 4065\n",
            "Statewide California death toll from the wildfires climbs to 79, at least 1,300 people are unaccounted.\n",
            "Predicted Locations\n",
            "[{'entity': 'LOC', 'word': 'California', 'start': 10, 'end': 20}] \n",
            "\n",
            "\n",
            "\n"
          ]
        }
      ],
      "source": [
        "list1 = []\n",
        "list2 = []\n",
        "cntr = 0\n",
        "\n",
        "for entry_key, entry_data in combined_test_unlabeled_data.items():\n",
        "    print(\"Sample\",cntr)\n",
        "    cntr+=1\n",
        "    tweet_id = entry_data['tweet_id']\n",
        "    text = entry_data['text']\n",
        "    sentence = Sentence(text)\n",
        "    model.predict(sentence)\n",
        "    pred = []\n",
        "\n",
        "    for entity in sentence.get_spans('ner'):\n",
        "        if (entity.tag=='LOC'):\n",
        "            pred.append({ 'entity': entity.tag, 'word': entity.text, 'start' : entity.start_position, 'end' : entity.end_position})\n",
        "\n",
        "    print(text)\n",
        "    print(\"Predicted Locations\")\n",
        "    print(pred,'\\n\\n\\n')\n",
        "\n",
        "    entity_count = 1\n",
        "\n",
        "    for entity in pred:\n",
        "        entity_group = entity['entity']\n",
        "        start = entity['start']\n",
        "        end = entity['end']\n",
        "\n",
        "        # Generate the ID strings and append them to list1\n",
        "        id_str_start = f'ID_{tweet_id}_loc{entity_count}_start'\n",
        "        id_str_end = f'ID_{tweet_id}_loc{entity_count}_end'\n",
        "        list1.append(id_str_start)\n",
        "        list1.append(id_str_end)\n",
        "        # Append the start and end values to list2\n",
        "        list2.append(start)\n",
        "        list2.append(end)\n",
        "        entity_count += 1\n",
        "\n",
        "    if (entity_count<=17):\n",
        "        for i in range(entity_count,18):\n",
        "            id_str_start = f'ID_{tweet_id}_loc{entity_count}_start'\n",
        "            id_str_end = f'ID_{tweet_id}_loc{entity_count}_end'\n",
        "            list1.append(id_str_start)\n",
        "            list1.append(id_str_end)\n",
        "\n",
        "            list2.append(0)\n",
        "            list2.append(0)\n",
        "            entity_count += 1\n",
        "# Now list1 contains the ID strings and list2 contains the start and end values"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 16,
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        "colab": {
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        },
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          "iopub.execute_input": "2023-10-12T14:55:05.919836Z",
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          "iopub.status.idle": "2023-10-12T14:55:06.186011Z",
          "shell.execute_reply": "2023-10-12T14:55:06.184975Z",
          "shell.execute_reply.started": "2023-10-12T14:55:05.919807Z"
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        "id": "PFTz3PLkNrB7",
        "outputId": "01564383-a3c0-4300-850e-be6fa0278076",
        "trusted": true
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Data written to sub80.csv.\n"
          ]
        }
      ],
      "source": [
        "import pandas as pd\n",
        "\n",
        "data = {'Tweet_ID': list1, 'Index': list2}\n",
        "df = pd.DataFrame(data)\n",
        "\n",
        "csv_filename = 'submission.csv'\n",
        "\n",
        "df.to_csv(csv_filename, index=False)\n",
        "\n",
        "print(f'Data written to {csv_filename}.')\n"
      ]
    },
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