diff --git a/webapp/DidapDataVisualizationPlatform.ipynb b/webapp/DidapDataVisualizationPlatform.ipynb new file mode 100644 index 0000000..7bf3345 --- /dev/null +++ b/webapp/DidapDataVisualizationPlatform.ipynb @@ -0,0 +1,3498 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Display Metadata Table from Oracle XE Table\n", + "A simple display of metadata queried from the Didap_Conn:\n", + "* User: shruthik\n", + "* Password: bin4 (for reference)\n", + "\n", + "### Display Shown Below" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C:\\oraclexe\\app\\oracle\\product\\11.2.0\\server\\bin;C:\\WINDOWS\\system32;C:\\WINDOWS;C:\\WINDOWS\\System32\\Wbem;C:\\WINDOWS\\System32\\WindowsPowerShell\\v1.0\\;C:\\WINDOWS\\System32\\OpenSSH\\;C:\\Program Files\\Git\\cmd;C:\\Users\\shrut\\AppData\\Local\\Programs\\Python\\Python38;C:\\Users\\shrut\\AppData\\Local\\Programs\\Python\\Python38\\Scripts;\n", + "\n", + "Python shell mode: 64\n" + ] + } + ], + "source": [ + "# verify PATH environment variable\n", + "import os\n", + "print(os.environ['PATH'] + \"\\n\")\n", + "\n", + "# verify Python 32- or 64-bit shell mode\n", + "import struct\n", + "print(\"Python shell mode: \", struct.calcsize(\"P\") * 8)\n", + "\n", + "%matplotlib inline\n", + "\n", + "# import to use python pandas\n", + "import numpy as np\n", + "import pandas as pd\n", + "\n", + "# import matplotlib for creating plots in pandas\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [], + "source": [ + "# importing module \n", + "import cx_Oracle\n", + "\n", + "# initializes oci.dll file in provided path to connect cx_Oracle package with local Oracle XE instance\n", + "# cx_Oracle.init_oracle_client(config_dir=r\"C:\\oraclexe\\app\\oracle\\product\\11.2.0\\server\\bin\")" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": {}, + "outputs": [], + "source": [ + "try: \n", + " con = cx_Oracle.connect(\"shruthik/bin4@localhost\")\n", + " cursor = con.cursor()\n", + " rs = cursor.execute(\"select * from metadata\")\n", + "except cx_Oracle.DatabaseError as e: \n", + " print(\"Error connecting to Oracle DB Instance\", e) \n", + "\n", + "# close db operation if error persists\n", + "finally: \n", + " if cursor: \n", + " cursor.close() \n", + " if con: \n", + " con.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'\\n for row in rs:\\n print(row)\\n'" + ] + }, + "execution_count": 128, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "'''\n", + " for row in rs:\n", + " print(row)\n", + "'''" + ] + }, + { + "cell_type": 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filepathdatestampnavtimefathtimelatitudelongitudewaterdepthtowfishdepth
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:31:2112:31:2024.94837-80.4540723.623.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:31:3512:31:3324.94839-80.4538524.624.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:31:4912:31:4824.9484-80.4536730.228.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:32:312:32:124.94843-80.453530.221.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:32:1812:32:1824.94845-80.4533533.221.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:19:5712:19:5624.94835-80.4541521.421.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:20:1112:20:1024.94837-80.4541520.120.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:20:2512:20:2324.94835-80.4541320.320.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:20:4012:20:3824.94835-80.4541320.721.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:20:5312:20:5224.94833-80.4541724.424.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:21:712:21:624.94831-80.4541922.022.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:21:2112:21:2024.9483-80.4541723.223.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:21:3612:21:3524.9483-80.4541519.820.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:21:5012:21:4824.94831-80.4541530.931.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:30:3512:30:3324.94827-80.4541521.221.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:30:4912:30:4824.94828-80.4541519.619.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:31:512:31:324.94828-80.4541720.620.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:31:1912:31:1824.94835-80.4540921.721.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:31:3412:31:3324.94839-80.4538724.624.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:31:4812:31:4624.94839-80.453728.327.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:32:112:32:024.94842-80.4535131.323.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:32:1512:32:1424.94845-80.4533831.721.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:32:2912:32:2824.94847-80.4532534.620.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:32:4512:32:4524.9485-80.453135.615.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:32:5812:32:5724.94851-80.4529935.211.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:33:1212:33:1024.94855-80.4528532.53.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:33:2612:33:2524.9486-80.4527232.26.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:33:4012:33:3924.94867-80.4525832.49.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:33:5512:33:5324.94872-80.4524533.010.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:34:812:34:724.94877-80.4523434.09.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:34:2212:34:2124.94885-80.4522734.87.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:34:3612:34:3424.94892-80.4523732.12.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:34:5112:34:4924.94893-80.452531.66.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:35:512:35:324.94898-80.4526431.28.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:35:1912:35:1824.94903-80.4527730.36.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:35:3312:35:3124.9491-80.452929.56.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:35:4612:35:4524.94915-80.4530226.75.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:36:012:35:5924.94924-80.4531325.16.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:36:1512:36:1424.94933-80.453224.38.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:16:5919:16:5824.94965-80.4532321.88.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:17:1319:17:1224.94953-80.4530923.59.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:17:2719:17:2524.94943-80.4529525.210.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:17:4019:17:3824.94933-80.4528127.29.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:17:5619:17:5424.94921-80.4526829.38.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:18:919:18:824.9491-80.4525630.57.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:18:2319:18:2124.94898-80.4524531.27.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:18:3719:18:3624.94907-80.4522931.87.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:18:5119:18:5024.94921-80.4524230.64.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:19:619:19:524.94935-80.4525529.76.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:19:2019:19:1824.94945-80.4526828.66.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:19:3419:19:3324.94957-80.4528126.05.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:19:4819:19:4724.94967-80.4529524.25.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:20:219:20:124.94979-80.4530922.15.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:20:1619:20:1424.94993-80.453121.47.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:20:3019:20:2824.9499-80.4529322.47.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:20:4319:20:4224.9498-80.452824.19.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:20:5719:20:5624.94968-80.4526726.410.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:21:1219:21:1124.94958-80.4525128.610.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:21:2619:21:2424.94947-80.452430.18.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:32:3112:32:3024.94847-80.4532334.920.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:14:3512:14:3724.94825-80.4541922.522.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:14:4912:14:4724.94828-80.4541519.920.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:15:212:15:024.94833-80.4541524.124.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:15:1612:15:1524.94831-80.4541725.425.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:15:3112:15:3024.9483-80.454220.620.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:15:4512:15:4424.94828-80.4542318.318.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:15:5912:15:5724.94828-80.4542317.918.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:16:1212:16:1024.94828-80.4542318.919.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:16:2712:16:2524.94828-80.4542318.218.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:16:4112:16:4024.94827-80.4542317.718.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:16:5512:16:5324.94827-80.4542227.627.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:17:912:17:724.9483-80.454222.022.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:17:2512:17:2424.9483-80.454222.022.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:17:3912:17:3824.9483-80.4541922.222.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:17:5312:17:5224.9483-80.4541920.120.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:18:712:18:624.94831-80.4541720.621.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:18:2112:18:2024.94831-80.4541720.320.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:18:3512:18:3424.94833-80.4541520.420.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:18:4912:18:4824.94833-80.4541520.721.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:19:312:19:224.94831-80.4541521.622.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:19:1712:19:1624.94833-80.4541720.621.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:19:3112:19:3024.94835-80.4541720.821.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:19:4612:19:4424.94835-80.4541521.622.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:20:012:20:024.94835-80.4541524.124.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:20:1312:20:1224.94837-80.4541322.823.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:20:2712:20:2624.94835-80.4541322.623.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:20:4112:20:4024.94835-80.4541321.421.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:20:5612:20:5524.94833-80.4541923.323.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:21:1012:21:824.94831-80.4541924.725.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:21:2312:21:2224.94831-80.4541719.720.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:21:3712:21:3524.94831-80.4541519.820.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:30:3712:30:3624.94827-80.4541520.620.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:30:5412:30:5324.94828-80.4541719.819.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:31:712:31:624.94828-80.4541725.825.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:31:2112:31:2024.94837-80.4540723.623.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:31:3512:31:3324.94839-80.4538524.624.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:31:4912:31:4824.9484-80.4536730.228.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:32:312:32:124.94843-80.453530.221.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:32:1812:32:1824.94845-80.4533533.221.8
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hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:32:4612:32:4524.9485-80.4530935.615.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:33:112:33:024.94854-80.4529535.19.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:33:1512:33:1324.94857-80.4528132.13.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:33:2812:33:2724.94862-80.4527132.37.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:33:4212:33:4124.94867-80.4525632.49.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:33:5612:33:5524.94873-80.4524333.210.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:34:1112:34:1024.94878-80.452334.69.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS002.mst2014072112:34:2512:34:2324.94886-80.4522734.66.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:14:4612:14:4524.94827-80.4541519.720.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:15:112:15:024.94833-80.4541524.124.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:15:1512:15:1324.94831-80.4541720.721.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:15:2912:15:2724.9483-80.454225.025.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:15:4212:15:4024.94828-80.4542225.525.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:15:5712:15:5524.94828-80.4542323.423.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:16:1112:16:1024.94828-80.4542318.919.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:16:2512:16:2324.94828-80.4542317.417.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:16:3912:16:4024.94827-80.4542317.718.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:16:5312:16:5124.94827-80.4542219.920.1
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hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:17:2112:17:2024.9483-80.454220.220.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:17:3712:17:3624.9483-80.454219.820.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:17:5112:17:5024.9483-80.4541921.021.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:18:512:18:324.94831-80.4541721.121.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:18:1912:18:1724.94831-80.4541720.020.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:18:3312:18:3224.94833-80.4541719.920.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:18:4712:18:4624.94833-80.4541520.821.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:19:112:19:224.94833-80.4541521.622.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:19:1512:19:1324.94833-80.4541721.622.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:19:3012:19:3024.94835-80.4541720.821.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS003.mst2014072112:19:4312:19:4224.94835-80.4541522.022.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:14:4612:14:4524.94827-80.4541519.720.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:15:112:15:024.94833-80.4541524.124.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:15:1512:15:1324.94831-80.4541720.721.0
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hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:15:4212:15:4024.94828-80.4542225.525.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:15:5712:15:5524.94828-80.4542323.423.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:16:1112:16:1024.94828-80.4542318.919.3
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hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:16:3912:16:4024.94827-80.4542317.718.1
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hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:17:3712:17:3624.9483-80.454219.820.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:17:5112:17:5024.9483-80.4541921.021.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:18:512:18:324.94831-80.4541721.121.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:18:1912:18:1724.94831-80.4541720.020.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:18:3312:18:3224.94833-80.4541719.920.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:18:4712:18:4624.94833-80.4541520.821.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:19:112:19:224.94833-80.4541521.622.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:19:1512:19:1324.94833-80.4541721.622.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:19:3012:19:3024.94835-80.4541720.821.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:19:4312:19:4224.94835-80.4541522.022.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:19:5712:19:5624.94835-80.4541521.421.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:20:1112:20:1024.94837-80.4541520.120.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:20:2512:20:2324.94835-80.4541320.320.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:20:4012:20:3824.94835-80.4541320.721.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:20:5312:20:5224.94833-80.4541724.424.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:21:712:21:624.94831-80.4541922.022.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:21:2112:21:2024.9483-80.4541723.223.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:21:3612:21:3524.9483-80.4541519.820.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:21:5012:21:4824.94831-80.4541530.931.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:30:3512:30:3324.94827-80.4541521.221.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS000.mst2014072112:30:4912:30:4824.94828-80.4541519.619.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:14:3512:14:3724.94825-80.4541922.522.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:14:4912:14:4724.94828-80.4541519.920.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:15:212:15:024.94833-80.4541524.124.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:15:1612:15:1524.94831-80.4541725.425.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:15:3112:15:3024.9483-80.454220.620.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:15:4512:15:4424.94828-80.4542318.318.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:15:5912:15:5724.94828-80.4542317.918.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:16:1212:16:1024.94828-80.4542318.919.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:16:2712:16:2524.94828-80.4542318.218.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:16:4112:16:4024.94827-80.4542317.718.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:16:5512:16:5324.94827-80.4542227.627.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:17:912:17:724.9483-80.454222.022.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:17:2512:17:2424.9483-80.454222.022.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:17:3912:17:3824.9483-80.4541922.222.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:17:5312:17:5224.9483-80.4541920.120.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:18:712:18:624.94831-80.4541720.621.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:18:2112:18:2024.94831-80.4541720.320.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:18:3512:18:3424.94833-80.4541520.420.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:18:4912:18:4824.94833-80.4541520.721.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:19:312:19:224.94831-80.4541521.622.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:19:1712:19:1624.94833-80.4541720.621.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:19:3112:19:3024.94835-80.4541720.821.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:19:4612:19:4424.94835-80.4541521.622.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:20:012:20:024.94835-80.4541524.124.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:20:1312:20:1224.94837-80.4541322.823.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:20:2712:20:2624.94835-80.4541322.623.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:20:4112:20:4024.94835-80.4541321.421.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:20:5612:20:5524.94833-80.4541923.323.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:21:1012:21:824.94831-80.4541924.725.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:21:2312:21:2224.94831-80.4541719.720.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:21:3712:21:3524.94831-80.4541519.820.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:30:3712:30:3624.94827-80.4541520.620.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:30:5412:30:5324.94828-80.4541719.819.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS001.mst2014072112:31:712:31:624.94828-80.4541725.825.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:21:3919:21:3824.94935-80.4522930.77.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:21:5319:21:5224.94921-80.4521831.37.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:22:819:22:624.94909-80.4522931.45.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:22:2319:22:2324.94897-80.452431.86.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:22:3619:22:3524.94888-80.4525331.46.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:22:5019:22:4824.94905-80.4526730.85.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:23:419:23:324.94915-80.4528128.74.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:23:1819:23:1724.94925-80.4529327.05.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:23:3319:23:3124.94937-80.4530924.55.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:23:4619:23:4524.94947-80.4532223.36.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:24:019:23:5924.94958-80.4533521.76.5
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:24:1419:24:1324.94973-80.4533220.96.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:24:2819:24:2724.94965-80.4531522.38.1
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:24:4319:24:4124.94955-80.45324.29.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:24:5719:24:5624.94943-80.4528726.710.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:25:1119:25:924.94933-80.4527428.08.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:25:2419:25:2324.94924-80.4526230.08.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:25:3819:25:3724.94912-80.452530.67.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:25:5319:25:5224.949-80.4523731.77.4
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:26:719:26:624.94917-80.4522731.66.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:26:2119:26:2024.9493-80.4524230.54.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:26:3519:26:3424.94942-80.4525529.66.2
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:26:4919:26:4824.94953-80.4526828.16.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:27:319:27:124.94963-80.452826.15.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:27:1719:27:1624.94975-80.4529523.65.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:27:3119:27:3024.94985-80.4530921.85.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:27:4519:27:4324.95-80.45321.67.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:27:5919:27:5724.9499-80.4528423.28.0
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:28:1219:28:1024.9498-80.4527124.59.3
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:28:2719:28:2624.94968-80.4525627.510.9
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:28:4119:28:4024.94958-80.4524329.59.7
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:28:5519:28:5324.94945-80.4523430.87.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:29:919:29:824.94933-80.4521931.16.8
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:29:2319:29:2224.9492-80.4521631.56.6
hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst2014072819:29:3719:29:3624.94909-80.4522931.55.8
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'19:36:11', '19:36:9', 24.94957, -80.45235, 30.3, 8.9),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:36:24', '19:36:22', 24.94945, -80.45223, 31.0, 7.3),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:36:38', '19:36:37', 24.94933, -80.45212, 31.5, 6.7),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:36:53', '19:36:51', 24.94921, -80.45216, 31.8, 6.1),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:37:7', '19:37:5', 24.94909, -80.45227, 31.7, 5.9),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:37:21', '19:37:19', 24.94895, -80.4524, 31.7, 6.5),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:37:34', '19:37:33', 24.94885, -80.4525, 32.0, 6.6),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:37:48', '19:37:47', 24.9487, -80.45256, 32.2, 6.6),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:38:2', '19:38:1', 24.94855, -80.45258, 33.0, 7.1),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:38:16', '19:38:15', 24.94839, -80.45258, 33.7, 8.1),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:38:30', '19:38:29', 24.94822, -80.4526, 34.3, 7.2),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:38:43', '19:38:41', 24.94815, -80.45268, 34.4, 6.8),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:38:57', '19:38:55', 24.94813, -80.45287, 33.6, 5.1),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:39:12', '19:39:11', 24.94812, -80.45305, 32.5, 5.8),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:39:26', '19:39:25', 24.9481, -80.45323, 31.9, 6.6),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:39:40', '19:39:38', 24.9481, -80.4534, 31.4, 6.1),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:39:54', '19:39:52', 24.94808, -80.45358, 30.9, 6.2),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:40:7', '19:40:5', 24.9481, -80.45377, 30.1, 6.4),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:40:23', '19:40:22', 24.94808, -80.45396, 27.5, 5.7),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:40:37', '19:40:35', 24.94808, -80.45415, 24.8, 5.2),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:40:51', '19:40:49', 24.9481, -80.45426, 18.9, 5.0),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:41:5', '19:41:4', 24.94807, -80.45412, 26.5, 19.2),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:41:19', '19:41:18', 24.94818, -80.45415, 23.2, 21.6),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:41:33', '19:41:31', 24.94808, -80.45419, 20.5, 20.7),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:41:47', '19:41:45', 24.94807, -80.45415, 22.0, 22.2),\n", + " ('hdfs://localhost.localdomain:8020/user/cloudera/MSTIFF_Code/REMUS296.mst', 20140728, '19:42:1', '19:42:0', 24.94813, -80.45407, 25.0, 25.2)]" + ] + }, + "execution_count": 129, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# for initial loading of extension\n", + "# %load_ext sql\n", + "\n", + "# reloading extension for formality\n", + "%reload_ext sql\n", + "%sql oracle+cx_oracle://shruthik:bin4@localhost/\n", + "%sql fullTable << select * from metadata\n", + "fullTable" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 285 entries, 0 to 284\n", + "Data columns (total 8 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 filepath 285 non-null object \n", + " 1 datestamp 285 non-null int64 \n", + " 2 navtime 285 non-null object \n", + " 3 fathtime 285 non-null object \n", + " 4 latitude 285 non-null float64\n", + " 5 longitude 285 non-null float64\n", + " 6 waterdepth 285 non-null float64\n", + " 7 towfishdepth 285 non-null float64\n", + "dtypes: float64(4), int64(1), object(3)\n", + "memory usage: 17.9+ KB\n" + ] + }, + { + "data": { + "text/html": [ + "
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datestamplatitudelongitudewaterdepthtowfishdepth
count2.850000e+02285.000000285.000000285.000000285.000000
mean2.014072e+0724.948699-80.45350425.24421115.455789
std3.401848e+000.0005460.0007444.9695287.667235
min2.014072e+0724.948070-80.45426017.4000002.600000
25%2.014072e+0724.948300-80.45417020.8000007.000000
50%2.014072e+0724.948350-80.45407024.10000019.300000
75%2.014073e+0724.949170-80.45278030.30000021.600000
max2.014073e+0724.950020-80.45212035.60000031.500000
\n", + "
" + ], + "text/plain": [ + " datestamp latitude longitude waterdepth towfishdepth\n", + "count 2.850000e+02 285.000000 285.000000 285.000000 285.000000\n", + "mean 2.014072e+07 24.948699 -80.453504 25.244211 15.455789\n", + "std 3.401848e+00 0.000546 0.000744 4.969528 7.667235\n", + "min 2.014072e+07 24.948070 -80.454260 17.400000 2.600000\n", + "25% 2.014072e+07 24.948300 -80.454170 20.800000 7.000000\n", + "50% 2.014072e+07 24.948350 -80.454070 24.100000 19.300000\n", + "75% 2.014073e+07 24.949170 -80.452780 30.300000 21.600000\n", + "max 2.014073e+07 24.950020 -80.452120 35.600000 31.500000" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fullTable_df = fullTable.DataFrame()\n", + "# fullTable_df.set_index(fullTable_df.filepath, inplace=True)\n", + "fullTable_df.info()\n", + "fullTable_df.describe()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting Data" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 137, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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