storing-frogs.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/q7/j7jknlxd3s5ds0bbtnh3q5g40000gn/T/ipykernel_97868/4079860822.py:12: DeprecationWarning: executable_path has been deprecated, please pass in a Service object\n",
      "  driver = webdriver.Chrome(path)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "code has started\n",
      "congrats, you have a csv of recent frog posts!\n"
     ]
    }
   ],
   "source": [
    "# importing the necessary items\n",
    "import selenium\n",
    "from selenium import webdriver\n",
    "from selenium.webdriver.support.wait import WebDriverWait\n",
    "import time  \n",
    "import pandas as pd\n",
    "from selenium.webdriver.common.keys import Keys  \n",
    "from selenium.webdriver.common.by import By\n",
    " \n",
    "# defining the path and connecting it to the driver\n",
    "path = \"/Users/colleenmccamy/Documents/MEDS/selenium-repo/chromedriver\"\n",
    "driver = webdriver.Chrome(path) \n",
    "\n",
    "# letting us know when it is started\n",
    "print(\"code has started\")  \n",
    "\n",
    "# getting to the designated webpage\n",
    "url  = 'https://www.usgs.gov/products/data'\n",
    "driver.get(url)\n",
    "\n",
    "# Declaring Variables\n",
    "\n",
    "file_path = \"/Users/colleenmccamy/Documents/MEDS/selenium-repo\"\n",
    "\n",
    "#identify the search text box and entering what we want to search  \n",
    "driver.find_element(By.NAME, \"keywords\").send_keys(\"frogs\")  \n",
    "time.sleep(3)  \n",
    "\n",
    "#click on the search bar button  \n",
    "driver.find_element(By.ID, \"edit-submit-search\").send_keys(Keys.ENTER)  \n",
    "time.sleep(3)  \n",
    "\n",
    "#determining what we want to search from the webpage\n",
    "all_search_results = driver.find_elements(By.CLASS_NAME, \"search-result\")\n",
    "\n",
    "# setting up an empty list to add in the results\n",
    "result_list = []\n",
    "\n",
    "# iterating over all of the web results and pulling out the desired text and storing it as a combined lists\n",
    "for result in all_search_results:\n",
    "    result_list.append(result.text.split(\"\\n\"))\n",
    "\n",
    "\n",
    "#storing the list of lists in a data frame\n",
    "web_results_df = pd.DataFrame(result_list, columns=['subtype', 'date', 'title'])\n",
    "    \n",
    "\n",
    "time.sleep(4)\n",
    "\n",
    "#closing and quitting the driver\n",
    "driver.close()\n",
    "driver.quit()\n",
    "\n",
    "\n",
    "web_results_df.to_csv('frog_webresult.csv', index=False)\n",
    "\n",
    "print(\"congrats, you have a csv of recent frog posts!\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'text' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[1;32m/Users/colleenmccamy/Documents/MEDS/selenium-repo/selenium-tutorial/storing-frogs.ipynb Cell 2\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> <a href='vscode-notebook-cell:/Users/colleenmccamy/Documents/MEDS/selenium-repo/selenium-tutorial/storing-frogs.ipynb#W1sZmlsZQ%3D%3D?line=0'>1</a>\u001b[0m text(all_search_results)\n",
      "\u001b[0;31mNameError\u001b[0m: name 'text' is not defined"
     ]
    }
   ],
   "source": [
    "\n",
    "#web_results_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "ename": "MaxRetryError",
     "evalue": "HTTPConnectionPool(host='localhost', port=56541): Max retries exceeded with url: /session/714fb73b9cc978d1426197244c390a6f/url (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x173910340>: Failed to establish a new connection: [Errno 61] Connection refused'))",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mConnectionRefusedError\u001b[0m                    Traceback (most recent call last)",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/connection.py:174\u001b[0m, in \u001b[0;36mHTTPConnection._new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    173\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m--> 174\u001b[0m     conn \u001b[39m=\u001b[39m connection\u001b[39m.\u001b[39;49mcreate_connection(\n\u001b[1;32m    175\u001b[0m         (\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_dns_host, \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mport), \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mtimeout, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mextra_kw\n\u001b[1;32m    176\u001b[0m     )\n\u001b[1;32m    178\u001b[0m \u001b[39mexcept\u001b[39;00m SocketTimeout:\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/util/connection.py:95\u001b[0m, in \u001b[0;36mcreate_connection\u001b[0;34m(address, timeout, source_address, socket_options)\u001b[0m\n\u001b[1;32m     94\u001b[0m \u001b[39mif\u001b[39;00m err \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m---> 95\u001b[0m     \u001b[39mraise\u001b[39;00m err\n\u001b[1;32m     97\u001b[0m \u001b[39mraise\u001b[39;00m socket\u001b[39m.\u001b[39merror(\u001b[39m\"\u001b[39m\u001b[39mgetaddrinfo returns an empty list\u001b[39m\u001b[39m\"\u001b[39m)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/util/connection.py:85\u001b[0m, in \u001b[0;36mcreate_connection\u001b[0;34m(address, timeout, source_address, socket_options)\u001b[0m\n\u001b[1;32m     84\u001b[0m     sock\u001b[39m.\u001b[39mbind(source_address)\n\u001b[0;32m---> 85\u001b[0m sock\u001b[39m.\u001b[39;49mconnect(sa)\n\u001b[1;32m     86\u001b[0m \u001b[39mreturn\u001b[39;00m sock\n",
      "\u001b[0;31mConnectionRefusedError\u001b[0m: [Errno 61] Connection refused",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[0;31mNewConnectionError\u001b[0m                        Traceback (most recent call last)",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/connectionpool.py:703\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[1;32m    702\u001b[0m \u001b[39m# Make the request on the httplib connection object.\u001b[39;00m\n\u001b[0;32m--> 703\u001b[0m httplib_response \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_make_request(\n\u001b[1;32m    704\u001b[0m     conn,\n\u001b[1;32m    705\u001b[0m     method,\n\u001b[1;32m    706\u001b[0m     url,\n\u001b[1;32m    707\u001b[0m     timeout\u001b[39m=\u001b[39;49mtimeout_obj,\n\u001b[1;32m    708\u001b[0m     body\u001b[39m=\u001b[39;49mbody,\n\u001b[1;32m    709\u001b[0m     headers\u001b[39m=\u001b[39;49mheaders,\n\u001b[1;32m    710\u001b[0m     chunked\u001b[39m=\u001b[39;49mchunked,\n\u001b[1;32m    711\u001b[0m )\n\u001b[1;32m    713\u001b[0m \u001b[39m# If we're going to release the connection in ``finally:``, then\u001b[39;00m\n\u001b[1;32m    714\u001b[0m \u001b[39m# the response doesn't need to know about the connection. Otherwise\u001b[39;00m\n\u001b[1;32m    715\u001b[0m \u001b[39m# it will also try to release it and we'll have a double-release\u001b[39;00m\n\u001b[1;32m    716\u001b[0m \u001b[39m# mess.\u001b[39;00m\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/connectionpool.py:398\u001b[0m, in \u001b[0;36mHTTPConnectionPool._make_request\u001b[0;34m(self, conn, method, url, timeout, chunked, **httplib_request_kw)\u001b[0m\n\u001b[1;32m    397\u001b[0m     \u001b[39melse\u001b[39;00m:\n\u001b[0;32m--> 398\u001b[0m         conn\u001b[39m.\u001b[39;49mrequest(method, url, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mhttplib_request_kw)\n\u001b[1;32m    400\u001b[0m \u001b[39m# We are swallowing BrokenPipeError (errno.EPIPE) since the server is\u001b[39;00m\n\u001b[1;32m    401\u001b[0m \u001b[39m# legitimately able to close the connection after sending a valid response.\u001b[39;00m\n\u001b[1;32m    402\u001b[0m \u001b[39m# With this behaviour, the received response is still readable.\u001b[39;00m\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/connection.py:239\u001b[0m, in \u001b[0;36mHTTPConnection.request\u001b[0;34m(self, method, url, body, headers)\u001b[0m\n\u001b[1;32m    238\u001b[0m     headers[\u001b[39m\"\u001b[39m\u001b[39mUser-Agent\u001b[39m\u001b[39m\"\u001b[39m] \u001b[39m=\u001b[39m _get_default_user_agent()\n\u001b[0;32m--> 239\u001b[0m \u001b[39msuper\u001b[39;49m(HTTPConnection, \u001b[39mself\u001b[39;49m)\u001b[39m.\u001b[39;49mrequest(method, url, body\u001b[39m=\u001b[39;49mbody, headers\u001b[39m=\u001b[39;49mheaders)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/http/client.py:1282\u001b[0m, in \u001b[0;36mHTTPConnection.request\u001b[0;34m(self, method, url, body, headers, encode_chunked)\u001b[0m\n\u001b[1;32m   1281\u001b[0m \u001b[39m\"\"\"Send a complete request to the server.\"\"\"\u001b[39;00m\n\u001b[0;32m-> 1282\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_send_request(method, url, body, headers, encode_chunked)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/http/client.py:1328\u001b[0m, in \u001b[0;36mHTTPConnection._send_request\u001b[0;34m(self, method, url, body, headers, encode_chunked)\u001b[0m\n\u001b[1;32m   1327\u001b[0m     body \u001b[39m=\u001b[39m _encode(body, \u001b[39m'\u001b[39m\u001b[39mbody\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[0;32m-> 1328\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mendheaders(body, encode_chunked\u001b[39m=\u001b[39;49mencode_chunked)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/http/client.py:1277\u001b[0m, in \u001b[0;36mHTTPConnection.endheaders\u001b[0;34m(self, message_body, encode_chunked)\u001b[0m\n\u001b[1;32m   1276\u001b[0m     \u001b[39mraise\u001b[39;00m CannotSendHeader()\n\u001b[0;32m-> 1277\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_send_output(message_body, encode_chunked\u001b[39m=\u001b[39;49mencode_chunked)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/http/client.py:1037\u001b[0m, in \u001b[0;36mHTTPConnection._send_output\u001b[0;34m(self, message_body, encode_chunked)\u001b[0m\n\u001b[1;32m   1036\u001b[0m \u001b[39mdel\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_buffer[:]\n\u001b[0;32m-> 1037\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msend(msg)\n\u001b[1;32m   1039\u001b[0m \u001b[39mif\u001b[39;00m message_body \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m   1040\u001b[0m \n\u001b[1;32m   1041\u001b[0m     \u001b[39m# create a consistent interface to message_body\u001b[39;00m\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/http/client.py:975\u001b[0m, in \u001b[0;36mHTTPConnection.send\u001b[0;34m(self, data)\u001b[0m\n\u001b[1;32m    974\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mauto_open:\n\u001b[0;32m--> 975\u001b[0m     \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mconnect()\n\u001b[1;32m    976\u001b[0m \u001b[39melse\u001b[39;00m:\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/connection.py:205\u001b[0m, in \u001b[0;36mHTTPConnection.connect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    204\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mconnect\u001b[39m(\u001b[39mself\u001b[39m):\n\u001b[0;32m--> 205\u001b[0m     conn \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_new_conn()\n\u001b[1;32m    206\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_prepare_conn(conn)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/connection.py:186\u001b[0m, in \u001b[0;36mHTTPConnection._new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    185\u001b[0m \u001b[39mexcept\u001b[39;00m SocketError \u001b[39mas\u001b[39;00m e:\n\u001b[0;32m--> 186\u001b[0m     \u001b[39mraise\u001b[39;00m NewConnectionError(\n\u001b[1;32m    187\u001b[0m         \u001b[39mself\u001b[39m, \u001b[39m\"\u001b[39m\u001b[39mFailed to establish a new connection: \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m\"\u001b[39m \u001b[39m%\u001b[39m e\n\u001b[1;32m    188\u001b[0m     )\n\u001b[1;32m    190\u001b[0m \u001b[39mreturn\u001b[39;00m conn\n",
      "\u001b[0;31mNewConnectionError\u001b[0m: <urllib3.connection.HTTPConnection object at 0x173910340>: Failed to establish a new connection: [Errno 61] Connection refused",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[0;31mMaxRetryError\u001b[0m                             Traceback (most recent call last)",
      "\u001b[1;32m/Users/colleenmccamy/Documents/MEDS/selenium-repo/selenium-tutorial/storing-frogs.ipynb Cell 3\u001b[0m in \u001b[0;36m<cell line: 2>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/colleenmccamy/Documents/MEDS/selenium-repo/selenium-tutorial/storing-frogs.ipynb#W2sZmlsZQ%3D%3D?line=0'>1</a>\u001b[0m url  \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39mhttps://www.usgs.gov/products/data\u001b[39m\u001b[39m'\u001b[39m\n\u001b[0;32m----> <a href='vscode-notebook-cell:/Users/colleenmccamy/Documents/MEDS/selenium-repo/selenium-tutorial/storing-frogs.ipynb#W2sZmlsZQ%3D%3D?line=1'>2</a>\u001b[0m driver\u001b[39m.\u001b[39;49mget(url)\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/colleenmccamy/Documents/MEDS/selenium-repo/selenium-tutorial/storing-frogs.ipynb#W2sZmlsZQ%3D%3D?line=3'>4</a>\u001b[0m \u001b[39m# Declaring Variables\u001b[39;00m\n\u001b[1;32m      <a href='vscode-notebook-cell:/Users/colleenmccamy/Documents/MEDS/selenium-repo/selenium-tutorial/storing-frogs.ipynb#W2sZmlsZQ%3D%3D?line=5'>6</a>\u001b[0m file_path \u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39m/Users/colleenmccamy/Documents/MEDS/selenium-repo\u001b[39m\u001b[39m\"\u001b[39m\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/selenium/webdriver/remote/webdriver.py:440\u001b[0m, in \u001b[0;36mWebDriver.get\u001b[0;34m(self, url)\u001b[0m\n\u001b[1;32m    436\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mget\u001b[39m(\u001b[39mself\u001b[39m, url: \u001b[39mstr\u001b[39m) \u001b[39m-\u001b[39m\u001b[39m>\u001b[39m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m    437\u001b[0m     \u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m    438\u001b[0m \u001b[39m    Loads a web page in the current browser session.\u001b[39;00m\n\u001b[1;32m    439\u001b[0m \u001b[39m    \"\"\"\u001b[39;00m\n\u001b[0;32m--> 440\u001b[0m     \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mexecute(Command\u001b[39m.\u001b[39;49mGET, {\u001b[39m'\u001b[39;49m\u001b[39murl\u001b[39;49m\u001b[39m'\u001b[39;49m: url})\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/selenium/webdriver/remote/webdriver.py:426\u001b[0m, in \u001b[0;36mWebDriver.execute\u001b[0;34m(self, driver_command, params)\u001b[0m\n\u001b[1;32m    423\u001b[0m         params[\u001b[39m'\u001b[39m\u001b[39msessionId\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39msession_id\n\u001b[1;32m    425\u001b[0m params \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_wrap_value(params)\n\u001b[0;32m--> 426\u001b[0m response \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mcommand_executor\u001b[39m.\u001b[39;49mexecute(driver_command, params)\n\u001b[1;32m    427\u001b[0m \u001b[39mif\u001b[39;00m response:\n\u001b[1;32m    428\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39merror_handler\u001b[39m.\u001b[39mcheck_response(response)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/selenium/webdriver/remote/remote_connection.py:344\u001b[0m, in \u001b[0;36mRemoteConnection.execute\u001b[0;34m(self, command, params)\u001b[0m\n\u001b[1;32m    342\u001b[0m data \u001b[39m=\u001b[39m utils\u001b[39m.\u001b[39mdump_json(params)\n\u001b[1;32m    343\u001b[0m url \u001b[39m=\u001b[39m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m{\u001b[39;00m\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_url\u001b[39m}\u001b[39;00m\u001b[39m{\u001b[39;00mpath\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m\n\u001b[0;32m--> 344\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_request(command_info[\u001b[39m0\u001b[39;49m], url, body\u001b[39m=\u001b[39;49mdata)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/selenium/webdriver/remote/remote_connection.py:366\u001b[0m, in \u001b[0;36mRemoteConnection._request\u001b[0;34m(self, method, url, body)\u001b[0m\n\u001b[1;32m    363\u001b[0m     body \u001b[39m=\u001b[39m \u001b[39mNone\u001b[39;00m\n\u001b[1;32m    365\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mkeep_alive:\n\u001b[0;32m--> 366\u001b[0m     response \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_conn\u001b[39m.\u001b[39;49mrequest(method, url, body\u001b[39m=\u001b[39;49mbody, headers\u001b[39m=\u001b[39;49mheaders)\n\u001b[1;32m    367\u001b[0m     statuscode \u001b[39m=\u001b[39m response\u001b[39m.\u001b[39mstatus\n\u001b[1;32m    368\u001b[0m \u001b[39melse\u001b[39;00m:\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/request.py:78\u001b[0m, in \u001b[0;36mRequestMethods.request\u001b[0;34m(self, method, url, fields, headers, **urlopen_kw)\u001b[0m\n\u001b[1;32m     74\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mrequest_encode_url(\n\u001b[1;32m     75\u001b[0m         method, url, fields\u001b[39m=\u001b[39mfields, headers\u001b[39m=\u001b[39mheaders, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39murlopen_kw\n\u001b[1;32m     76\u001b[0m     )\n\u001b[1;32m     77\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m---> 78\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mrequest_encode_body(\n\u001b[1;32m     79\u001b[0m         method, url, fields\u001b[39m=\u001b[39;49mfields, headers\u001b[39m=\u001b[39;49mheaders, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49murlopen_kw\n\u001b[1;32m     80\u001b[0m     )\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/request.py:170\u001b[0m, in \u001b[0;36mRequestMethods.request_encode_body\u001b[0;34m(self, method, url, fields, headers, encode_multipart, multipart_boundary, **urlopen_kw)\u001b[0m\n\u001b[1;32m    167\u001b[0m extra_kw[\u001b[39m\"\u001b[39m\u001b[39mheaders\u001b[39m\u001b[39m\"\u001b[39m]\u001b[39m.\u001b[39mupdate(headers)\n\u001b[1;32m    168\u001b[0m extra_kw\u001b[39m.\u001b[39mupdate(urlopen_kw)\n\u001b[0;32m--> 170\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49murlopen(method, url, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mextra_kw)\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/poolmanager.py:376\u001b[0m, in \u001b[0;36mPoolManager.urlopen\u001b[0;34m(self, method, url, redirect, **kw)\u001b[0m\n\u001b[1;32m    374\u001b[0m     response \u001b[39m=\u001b[39m conn\u001b[39m.\u001b[39murlopen(method, url, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mkw)\n\u001b[1;32m    375\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m--> 376\u001b[0m     response \u001b[39m=\u001b[39m conn\u001b[39m.\u001b[39;49murlopen(method, u\u001b[39m.\u001b[39;49mrequest_uri, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkw)\n\u001b[1;32m    378\u001b[0m redirect_location \u001b[39m=\u001b[39m redirect \u001b[39mand\u001b[39;00m response\u001b[39m.\u001b[39mget_redirect_location()\n\u001b[1;32m    379\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m redirect_location:\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/connectionpool.py:815\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[1;32m    810\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m conn:\n\u001b[1;32m    811\u001b[0m     \u001b[39m# Try again\u001b[39;00m\n\u001b[1;32m    812\u001b[0m     log\u001b[39m.\u001b[39mwarning(\n\u001b[1;32m    813\u001b[0m         \u001b[39m\"\u001b[39m\u001b[39mRetrying (\u001b[39m\u001b[39m%r\u001b[39;00m\u001b[39m) after connection broken by \u001b[39m\u001b[39m'\u001b[39m\u001b[39m%r\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m: \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m\"\u001b[39m, retries, err, url\n\u001b[1;32m    814\u001b[0m     )\n\u001b[0;32m--> 815\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49murlopen(\n\u001b[1;32m    816\u001b[0m         method,\n\u001b[1;32m    817\u001b[0m         url,\n\u001b[1;32m    818\u001b[0m         body,\n\u001b[1;32m    819\u001b[0m         headers,\n\u001b[1;32m    820\u001b[0m         retries,\n\u001b[1;32m    821\u001b[0m         redirect,\n\u001b[1;32m    822\u001b[0m         assert_same_host,\n\u001b[1;32m    823\u001b[0m         timeout\u001b[39m=\u001b[39;49mtimeout,\n\u001b[1;32m    824\u001b[0m         pool_timeout\u001b[39m=\u001b[39;49mpool_timeout,\n\u001b[1;32m    825\u001b[0m         release_conn\u001b[39m=\u001b[39;49mrelease_conn,\n\u001b[1;32m    826\u001b[0m         chunked\u001b[39m=\u001b[39;49mchunked,\n\u001b[1;32m    827\u001b[0m         body_pos\u001b[39m=\u001b[39;49mbody_pos,\n\u001b[1;32m    828\u001b[0m         \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mresponse_kw\n\u001b[1;32m    829\u001b[0m     )\n\u001b[1;32m    831\u001b[0m \u001b[39m# Handle redirect?\u001b[39;00m\n\u001b[1;32m    832\u001b[0m redirect_location \u001b[39m=\u001b[39m redirect \u001b[39mand\u001b[39;00m response\u001b[39m.\u001b[39mget_redirect_location()\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/connectionpool.py:815\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[1;32m    810\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m conn:\n\u001b[1;32m    811\u001b[0m     \u001b[39m# Try again\u001b[39;00m\n\u001b[1;32m    812\u001b[0m     log\u001b[39m.\u001b[39mwarning(\n\u001b[1;32m    813\u001b[0m         \u001b[39m\"\u001b[39m\u001b[39mRetrying (\u001b[39m\u001b[39m%r\u001b[39;00m\u001b[39m) after connection broken by \u001b[39m\u001b[39m'\u001b[39m\u001b[39m%r\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m: \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m\"\u001b[39m, retries, err, url\n\u001b[1;32m    814\u001b[0m     )\n\u001b[0;32m--> 815\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49murlopen(\n\u001b[1;32m    816\u001b[0m         method,\n\u001b[1;32m    817\u001b[0m         url,\n\u001b[1;32m    818\u001b[0m         body,\n\u001b[1;32m    819\u001b[0m         headers,\n\u001b[1;32m    820\u001b[0m         retries,\n\u001b[1;32m    821\u001b[0m         redirect,\n\u001b[1;32m    822\u001b[0m         assert_same_host,\n\u001b[1;32m    823\u001b[0m         timeout\u001b[39m=\u001b[39;49mtimeout,\n\u001b[1;32m    824\u001b[0m         pool_timeout\u001b[39m=\u001b[39;49mpool_timeout,\n\u001b[1;32m    825\u001b[0m         release_conn\u001b[39m=\u001b[39;49mrelease_conn,\n\u001b[1;32m    826\u001b[0m         chunked\u001b[39m=\u001b[39;49mchunked,\n\u001b[1;32m    827\u001b[0m         body_pos\u001b[39m=\u001b[39;49mbody_pos,\n\u001b[1;32m    828\u001b[0m         \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mresponse_kw\n\u001b[1;32m    829\u001b[0m     )\n\u001b[1;32m    831\u001b[0m \u001b[39m# Handle redirect?\u001b[39;00m\n\u001b[1;32m    832\u001b[0m redirect_location \u001b[39m=\u001b[39m redirect \u001b[39mand\u001b[39;00m response\u001b[39m.\u001b[39mget_redirect_location()\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/connectionpool.py:815\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[1;32m    810\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m conn:\n\u001b[1;32m    811\u001b[0m     \u001b[39m# Try again\u001b[39;00m\n\u001b[1;32m    812\u001b[0m     log\u001b[39m.\u001b[39mwarning(\n\u001b[1;32m    813\u001b[0m         \u001b[39m\"\u001b[39m\u001b[39mRetrying (\u001b[39m\u001b[39m%r\u001b[39;00m\u001b[39m) after connection broken by \u001b[39m\u001b[39m'\u001b[39m\u001b[39m%r\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m: \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m\"\u001b[39m, retries, err, url\n\u001b[1;32m    814\u001b[0m     )\n\u001b[0;32m--> 815\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49murlopen(\n\u001b[1;32m    816\u001b[0m         method,\n\u001b[1;32m    817\u001b[0m         url,\n\u001b[1;32m    818\u001b[0m         body,\n\u001b[1;32m    819\u001b[0m         headers,\n\u001b[1;32m    820\u001b[0m         retries,\n\u001b[1;32m    821\u001b[0m         redirect,\n\u001b[1;32m    822\u001b[0m         assert_same_host,\n\u001b[1;32m    823\u001b[0m         timeout\u001b[39m=\u001b[39;49mtimeout,\n\u001b[1;32m    824\u001b[0m         pool_timeout\u001b[39m=\u001b[39;49mpool_timeout,\n\u001b[1;32m    825\u001b[0m         release_conn\u001b[39m=\u001b[39;49mrelease_conn,\n\u001b[1;32m    826\u001b[0m         chunked\u001b[39m=\u001b[39;49mchunked,\n\u001b[1;32m    827\u001b[0m         body_pos\u001b[39m=\u001b[39;49mbody_pos,\n\u001b[1;32m    828\u001b[0m         \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mresponse_kw\n\u001b[1;32m    829\u001b[0m     )\n\u001b[1;32m    831\u001b[0m \u001b[39m# Handle redirect?\u001b[39;00m\n\u001b[1;32m    832\u001b[0m redirect_location \u001b[39m=\u001b[39m redirect \u001b[39mand\u001b[39;00m response\u001b[39m.\u001b[39mget_redirect_location()\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/connectionpool.py:787\u001b[0m, in \u001b[0;36mHTTPConnectionPool.urlopen\u001b[0;34m(self, method, url, body, headers, retries, redirect, assert_same_host, timeout, pool_timeout, release_conn, chunked, body_pos, **response_kw)\u001b[0m\n\u001b[1;32m    784\u001b[0m \u001b[39melif\u001b[39;00m \u001b[39misinstance\u001b[39m(e, (SocketError, HTTPException)):\n\u001b[1;32m    785\u001b[0m     e \u001b[39m=\u001b[39m ProtocolError(\u001b[39m\"\u001b[39m\u001b[39mConnection aborted.\u001b[39m\u001b[39m\"\u001b[39m, e)\n\u001b[0;32m--> 787\u001b[0m retries \u001b[39m=\u001b[39m retries\u001b[39m.\u001b[39;49mincrement(\n\u001b[1;32m    788\u001b[0m     method, url, error\u001b[39m=\u001b[39;49me, _pool\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m, _stacktrace\u001b[39m=\u001b[39;49msys\u001b[39m.\u001b[39;49mexc_info()[\u001b[39m2\u001b[39;49m]\n\u001b[1;32m    789\u001b[0m )\n\u001b[1;32m    790\u001b[0m retries\u001b[39m.\u001b[39msleep()\n\u001b[1;32m    792\u001b[0m \u001b[39m# Keep track of the error for the retry warning.\u001b[39;00m\n",
      "File \u001b[0;32m~/opt/anaconda3/envs/eds-217/lib/python3.10/site-packages/urllib3/util/retry.py:592\u001b[0m, in \u001b[0;36mRetry.increment\u001b[0;34m(self, method, url, response, error, _pool, _stacktrace)\u001b[0m\n\u001b[1;32m    581\u001b[0m new_retry \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mnew(\n\u001b[1;32m    582\u001b[0m     total\u001b[39m=\u001b[39mtotal,\n\u001b[1;32m    583\u001b[0m     connect\u001b[39m=\u001b[39mconnect,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    588\u001b[0m     history\u001b[39m=\u001b[39mhistory,\n\u001b[1;32m    589\u001b[0m )\n\u001b[1;32m    591\u001b[0m \u001b[39mif\u001b[39;00m new_retry\u001b[39m.\u001b[39mis_exhausted():\n\u001b[0;32m--> 592\u001b[0m     \u001b[39mraise\u001b[39;00m MaxRetryError(_pool, url, error \u001b[39mor\u001b[39;00m ResponseError(cause))\n\u001b[1;32m    594\u001b[0m log\u001b[39m.\u001b[39mdebug(\u001b[39m\"\u001b[39m\u001b[39mIncremented Retry for (url=\u001b[39m\u001b[39m'\u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m): \u001b[39m\u001b[39m%r\u001b[39;00m\u001b[39m\"\u001b[39m, url, new_retry)\n\u001b[1;32m    596\u001b[0m \u001b[39mreturn\u001b[39;00m new_retry\n",
      "\u001b[0;31mMaxRetryError\u001b[0m: HTTPConnectionPool(host='localhost', port=56541): Max retries exceeded with url: /session/714fb73b9cc978d1426197244c390a6f/url (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x173910340>: Failed to establish a new connection: [Errno 61] Connection refused'))"
     ]
    }
   ],
   "source": [
    "url  = 'https://www.usgs.gov/products/data'\n",
    "driver.get(url)\n",
    "\n",
    "# Declaring Variables\n",
    "\n",
    "file_path = \"/Users/colleenmccamy/Documents/MEDS/selenium-repo\"\n",
    "#identify the Google search text box and enter the value  \n",
    "driver.find_element(By.NAME, \"keywords\").send_keys(\"frogs\")  \n",
    "time.sleep(3)  \n",
    "#click on the Google search button  \n",
    "driver.find_element(By.ID, \"edit-submit-search\").send_keys(Keys.ENTER)  \n",
    "time.sleep(3)  \n",
    "\n",
    "subtype = driver.find_elements(By.CLASS_NAME, \"subtype\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>subtype</th>\n",
       "      <th>date</th>\n",
       "      <th>title</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>CENTER NEWS</td>\n",
       "      <td>AUGUST 26, 2022</td>\n",
       "      <td>Using Genomics to Reevaluate Conservation Unit...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>CENTER NEWS</td>\n",
       "      <td>AUGUST 24, 2022</td>\n",
       "      <td>Mapping Climate Refuges for Foothill Yellow-le...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>MAY 4, 2022</td>\n",
       "      <td>Oregon Spotted Frog</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>JUNE 1, 2022</td>\n",
       "      <td>Surveying for Oregon Spotted Frogs</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>APRIL 27, 2022</td>\n",
       "      <td>Oregon Spotted Frog</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>APRIL 27, 2022</td>\n",
       "      <td>Oregon Spotted Frog</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>CENTER NEWS</td>\n",
       "      <td>JUNE 14, 2022</td>\n",
       "      <td>Movement and Habitat Use by Oregon Spotted Fro...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>MAY 4, 2022</td>\n",
       "      <td>Oregon Spotted Frog in a Pond</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>DATA RELEASE</td>\n",
       "      <td>JUNE 27, 2022</td>\n",
       "      <td>Rarity and Climate Sensitivity index and compo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>FEATURED FILMS AND SHORTS</td>\n",
       "      <td>MARCH 31, 2021</td>\n",
       "      <td>Red-Legged Frog Tadpoles Explore Their New Home</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>CENTER NEWS</td>\n",
       "      <td>APRIL 1, 2022</td>\n",
       "      <td>Pathology Case of the Month - Green Frog</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>JUNE 17, 2021</td>\n",
       "      <td>Northern cricket frog on wet leaves</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>PUBLICATION</td>\n",
       "      <td>MAY 4, 2022</td>\n",
       "      <td>Amphibian mucus triggers a developmental trans...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>PODCASTS</td>\n",
       "      <td>AUGUST 23, 2019</td>\n",
       "      <td>Outstanding in the Field (Ep 4): Amphibian Sur...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>MAY 5, 2022</td>\n",
       "      <td>Western Toads Mating</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>DECEMBER 31, 2015</td>\n",
       "      <td>Southern Leopard Frog</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>DATA RELEASE</td>\n",
       "      <td>APRIL 6, 2022</td>\n",
       "      <td>Oregon spotted frog (Rana pretiosa) telemetry ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>APRIL 1, 2020</td>\n",
       "      <td>Green tree frog in wetland vegetation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>MARCH 28, 2022</td>\n",
       "      <td>Photographs from external examination of a gre...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>RESEARCH</td>\n",
       "      <td>JULY 23, 2020</td>\n",
       "      <td>Acoustic Monitoring for Two Rare Frog Species ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>MARCH 28, 2022</td>\n",
       "      <td>Liver from a Green Frog (Lithobates clamitans)...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>PUBLICATION</td>\n",
       "      <td>APRIL 6, 2022</td>\n",
       "      <td>Importance of local weather and environmental ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>DATA RELEASE</td>\n",
       "      <td>MARCH 1, 2022</td>\n",
       "      <td>Biomarkers of laboratory-exposed Northern Leop...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>MAY 21, 2013</td>\n",
       "      <td>Pacific chorus frog found near Corvallis, OR</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>PUBLICATION</td>\n",
       "      <td>MARCH 2, 2022</td>\n",
       "      <td>Defining relevant conservation targets for the...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>SLIDESHOW</td>\n",
       "      <td>AUGUST 3, 2022</td>\n",
       "      <td>Animal Life</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>PHOTOGRAPHY</td>\n",
       "      <td>DECEMBER 31, 2014</td>\n",
       "      <td>Northern Leopard Frog</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>CENTER NEWS</td>\n",
       "      <td>JUNE 10, 2019</td>\n",
       "      <td>New Study: Distribution of the Foothill Yellow...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>CENTER NEWS</td>\n",
       "      <td>NOVEMBER 23, 2020</td>\n",
       "      <td>From Satellites to Frogs: Quantifying Ecohydro...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>PUBLICATION</td>\n",
       "      <td>DECEMBER 16, 2021</td>\n",
       "      <td>Evaluating hydrophones for detecting underwate...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      subtype               date  \\\n",
       "0                 CENTER NEWS    AUGUST 26, 2022   \n",
       "1                 CENTER NEWS    AUGUST 24, 2022   \n",
       "2                 PHOTOGRAPHY        MAY 4, 2022   \n",
       "3                 PHOTOGRAPHY       JUNE 1, 2022   \n",
       "4                 PHOTOGRAPHY     APRIL 27, 2022   \n",
       "5                 PHOTOGRAPHY     APRIL 27, 2022   \n",
       "6                 CENTER NEWS      JUNE 14, 2022   \n",
       "7                 PHOTOGRAPHY        MAY 4, 2022   \n",
       "8                DATA RELEASE      JUNE 27, 2022   \n",
       "9   FEATURED FILMS AND SHORTS     MARCH 31, 2021   \n",
       "10                CENTER NEWS      APRIL 1, 2022   \n",
       "11                PHOTOGRAPHY      JUNE 17, 2021   \n",
       "12                PUBLICATION        MAY 4, 2022   \n",
       "13                   PODCASTS    AUGUST 23, 2019   \n",
       "14                PHOTOGRAPHY        MAY 5, 2022   \n",
       "15                PHOTOGRAPHY  DECEMBER 31, 2015   \n",
       "16               DATA RELEASE      APRIL 6, 2022   \n",
       "17                PHOTOGRAPHY      APRIL 1, 2020   \n",
       "18                PHOTOGRAPHY     MARCH 28, 2022   \n",
       "19                   RESEARCH      JULY 23, 2020   \n",
       "20                PHOTOGRAPHY     MARCH 28, 2022   \n",
       "21                PUBLICATION      APRIL 6, 2022   \n",
       "22               DATA RELEASE      MARCH 1, 2022   \n",
       "23                PHOTOGRAPHY       MAY 21, 2013   \n",
       "24                PUBLICATION      MARCH 2, 2022   \n",
       "25                  SLIDESHOW     AUGUST 3, 2022   \n",
       "26                PHOTOGRAPHY  DECEMBER 31, 2014   \n",
       "27                CENTER NEWS      JUNE 10, 2019   \n",
       "28                CENTER NEWS  NOVEMBER 23, 2020   \n",
       "29                PUBLICATION  DECEMBER 16, 2021   \n",
       "\n",
       "                                                title  \n",
       "0   Using Genomics to Reevaluate Conservation Unit...  \n",
       "1   Mapping Climate Refuges for Foothill Yellow-le...  \n",
       "2                                 Oregon Spotted Frog  \n",
       "3                  Surveying for Oregon Spotted Frogs  \n",
       "4                                 Oregon Spotted Frog  \n",
       "5                                 Oregon Spotted Frog  \n",
       "6   Movement and Habitat Use by Oregon Spotted Fro...  \n",
       "7                       Oregon Spotted Frog in a Pond  \n",
       "8   Rarity and Climate Sensitivity index and compo...  \n",
       "9     Red-Legged Frog Tadpoles Explore Their New Home  \n",
       "10           Pathology Case of the Month - Green Frog  \n",
       "11                Northern cricket frog on wet leaves  \n",
       "12  Amphibian mucus triggers a developmental trans...  \n",
       "13  Outstanding in the Field (Ep 4): Amphibian Sur...  \n",
       "14                               Western Toads Mating  \n",
       "15                              Southern Leopard Frog  \n",
       "16  Oregon spotted frog (Rana pretiosa) telemetry ...  \n",
       "17              Green tree frog in wetland vegetation  \n",
       "18  Photographs from external examination of a gre...  \n",
       "19  Acoustic Monitoring for Two Rare Frog Species ...  \n",
       "20  Liver from a Green Frog (Lithobates clamitans)...  \n",
       "21  Importance of local weather and environmental ...  \n",
       "22  Biomarkers of laboratory-exposed Northern Leop...  \n",
       "23       Pacific chorus frog found near Corvallis, OR  \n",
       "24  Defining relevant conservation targets for the...  \n",
       "25                                        Animal Life  \n",
       "26                              Northern Leopard Frog  \n",
       "27  New Study: Distribution of the Foothill Yellow...  \n",
       "28  From Satellites to Frogs: Quantifying Ecohydro...  \n",
       "29  Evaluating hydrophones for detecting underwate...  "
      ]
     },
     "execution_count": 55,
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