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Josh Flatt 2025-12-17 23:48:13 -06:00
parent 599e84397a
commit 567d811276
2 changed files with 566 additions and 1 deletions
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notebooks/check_stats.ipynb Normal file
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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"id": "ca3c6247",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import re\n",
"import pytz\n",
"import os\n",
"from timezonefinder import TimezoneFinder\n",
"from datetime import datetime\n",
"import subprocess"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "a5c9c72a",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.microsoft.datawrangler.viewer.v0+json": {
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{
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"type": "integer"
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{
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},
{
"name": "createdate",
"rawType": "object",
"type": "string"
},
{
"name": "gpslatitude",
"rawType": "object",
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},
{
"name": "gpslongitude",
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}
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[
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"../downloads/2019-04-05_23-27-17.jpg",
"-",
"40 deg 24' 14.76\" N",
"104 deg 44' 21.52\" W"
],
[
"1",
"../downloads/2024-10-23_00-29-09.jpg",
"-",
"44 deg 6' 15.77\" N",
"94 deg 13' 10.52\" W"
],
[
"2",
"../downloads/2025-02-16_00-09-41.mp4",
"2025:02:16 00:10:01",
"44 deg 21' 17.71\" N",
"93 deg 58' 1.20\" W"
],
[
"3",
"../downloads/2023-03-10_22-11-18.jpg",
"-",
"40 deg 24' 39.13\" N",
"104 deg 41' 33.90\" W"
],
[
"4",
"../downloads/2024-02-24_22-18-07.jpg",
"-",
"40 deg 25' 17.08\" N",
"104 deg 45' 22.75\" W"
]
],
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"<div>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <th>createdate</th>\n",
" <th>gpslatitude</th>\n",
" <th>gpslongitude</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>../downloads/2019-04-05_23-27-17.jpg</td>\n",
" <td>-</td>\n",
" <td>40 deg 24' 14.76\" N</td>\n",
" <td>104 deg 44' 21.52\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>../downloads/2024-10-23_00-29-09.jpg</td>\n",
" <td>-</td>\n",
" <td>44 deg 6' 15.77\" N</td>\n",
" <td>94 deg 13' 10.52\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>../downloads/2025-02-16_00-09-41.mp4</td>\n",
" <td>2025:02:16 00:10:01</td>\n",
" <td>44 deg 21' 17.71\" N</td>\n",
" <td>93 deg 58' 1.20\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>../downloads/2023-03-10_22-11-18.jpg</td>\n",
" <td>-</td>\n",
" <td>40 deg 24' 39.13\" N</td>\n",
" <td>104 deg 41' 33.90\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>../downloads/2024-02-24_22-18-07.jpg</td>\n",
" <td>-</td>\n",
" <td>40 deg 25' 17.08\" N</td>\n",
" <td>104 deg 45' 22.75\" W</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
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"text/plain": [
" file createdate \\\n",
"0 ../downloads/2019-04-05_23-27-17.jpg - \n",
"1 ../downloads/2024-10-23_00-29-09.jpg - \n",
"2 ../downloads/2025-02-16_00-09-41.mp4 2025:02:16 00:10:01 \n",
"3 ../downloads/2023-03-10_22-11-18.jpg - \n",
"4 ../downloads/2024-02-24_22-18-07.jpg - \n",
"\n",
" gpslatitude gpslongitude \n",
"0 40 deg 24' 14.76\" N 104 deg 44' 21.52\" W \n",
"1 44 deg 6' 15.77\" N 94 deg 13' 10.52\" W \n",
"2 44 deg 21' 17.71\" N 93 deg 58' 1.20\" W \n",
"3 40 deg 24' 39.13\" N 104 deg 41' 33.90\" W \n",
"4 40 deg 25' 17.08\" N 104 deg 45' 22.75\" W "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"metadata = pd.read_csv(\"../temp/filemetadata.csv\", sep=\"#\")\n",
"metadata[\"file\"] = f\"../\" + metadata[\"file\"]\n",
"metadata.head(5)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "5bdf3ec9",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.microsoft.datawrangler.viewer.v0+json": {
"columns": [
{
"name": "index",
"rawType": "int64",
"type": "integer"
},
{
"name": "file",
"rawType": "object",
"type": "string"
},
{
"name": "createdate",
"rawType": "object",
"type": "unknown"
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{
"name": "gpslatitude",
"rawType": "object",
"type": "string"
},
{
"name": "gpslongitude",
"rawType": "object",
"type": "string"
}
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"rows": [
[
"0",
"../downloads/2019-04-05_23-27-17.jpg",
null,
"40 deg 24' 14.76\" N",
"104 deg 44' 21.52\" W"
],
[
"1",
"../downloads/2024-10-23_00-29-09.jpg",
null,
"44 deg 6' 15.77\" N",
"94 deg 13' 10.52\" W"
],
[
"2",
"../downloads/2025-02-16_00-09-41.mp4",
"2025:02:16 00:10:01",
"44 deg 21' 17.71\" N",
"93 deg 58' 1.20\" W"
],
[
"3",
"../downloads/2023-03-10_22-11-18.jpg",
null,
"40 deg 24' 39.13\" N",
"104 deg 41' 33.90\" W"
],
[
"4",
"../downloads/2024-02-24_22-18-07.jpg",
null,
"40 deg 25' 17.08\" N",
"104 deg 45' 22.75\" W"
],
[
"5",
"../downloads/2020-10-24_03-27-27.mp4",
"2020:10:24 03:27:17",
"40 deg 24' 37.62\" N",
"104 deg 42' 28.73\" W"
],
[
"6",
"../downloads/2020-11-04_04-40-23.mp4",
"2020:11:04 04:40:30",
"40 deg 25' 55.63\" N",
"104 deg 46' 10.16\" W"
],
[
"7",
"../downloads/2017-06-09_22-44-18.jpg",
null,
"39 deg 50' 49.74\" N",
"104 deg 40' 29.57\" W"
],
[
"8",
"../downloads/2018-12-26_06-49-23.mp4",
"2018:12:26 06:49:31",
"40 deg 25' 56.21\" N",
"104 deg 46' 11.24\" W"
],
[
"9",
"../downloads/2024-07-25_04-57-56.mp4",
"2024:07:25 04:58:13",
"44 deg 21' 17.17\" N",
"93 deg 57' 57.82\" W"
]
],
"shape": {
"columns": 4,
"rows": 10
}
},
"text/html": [
"<div>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>file</th>\n",
" <th>createdate</th>\n",
" <th>gpslatitude</th>\n",
" <th>gpslongitude</th>\n",
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" </thead>\n",
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" <th>0</th>\n",
" <td>../downloads/2019-04-05_23-27-17.jpg</td>\n",
" <td>&lt;NA&gt;</td>\n",
" <td>40 deg 24' 14.76\" N</td>\n",
" <td>104 deg 44' 21.52\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>../downloads/2024-10-23_00-29-09.jpg</td>\n",
" <td>&lt;NA&gt;</td>\n",
" <td>44 deg 6' 15.77\" N</td>\n",
" <td>94 deg 13' 10.52\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>../downloads/2025-02-16_00-09-41.mp4</td>\n",
" <td>2025:02:16 00:10:01</td>\n",
" <td>44 deg 21' 17.71\" N</td>\n",
" <td>93 deg 58' 1.20\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>../downloads/2023-03-10_22-11-18.jpg</td>\n",
" <td>&lt;NA&gt;</td>\n",
" <td>40 deg 24' 39.13\" N</td>\n",
" <td>104 deg 41' 33.90\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>../downloads/2024-02-24_22-18-07.jpg</td>\n",
" <td>&lt;NA&gt;</td>\n",
" <td>40 deg 25' 17.08\" N</td>\n",
" <td>104 deg 45' 22.75\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>../downloads/2020-10-24_03-27-27.mp4</td>\n",
" <td>2020:10:24 03:27:17</td>\n",
" <td>40 deg 24' 37.62\" N</td>\n",
" <td>104 deg 42' 28.73\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>../downloads/2020-11-04_04-40-23.mp4</td>\n",
" <td>2020:11:04 04:40:30</td>\n",
" <td>40 deg 25' 55.63\" N</td>\n",
" <td>104 deg 46' 10.16\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>../downloads/2017-06-09_22-44-18.jpg</td>\n",
" <td>&lt;NA&gt;</td>\n",
" <td>39 deg 50' 49.74\" N</td>\n",
" <td>104 deg 40' 29.57\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>../downloads/2018-12-26_06-49-23.mp4</td>\n",
" <td>2018:12:26 06:49:31</td>\n",
" <td>40 deg 25' 56.21\" N</td>\n",
" <td>104 deg 46' 11.24\" W</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>../downloads/2024-07-25_04-57-56.mp4</td>\n",
" <td>2024:07:25 04:58:13</td>\n",
" <td>44 deg 21' 17.17\" N</td>\n",
" <td>93 deg 57' 57.82\" W</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" file createdate \\\n",
"0 ../downloads/2019-04-05_23-27-17.jpg <NA> \n",
"1 ../downloads/2024-10-23_00-29-09.jpg <NA> \n",
"2 ../downloads/2025-02-16_00-09-41.mp4 2025:02:16 00:10:01 \n",
"3 ../downloads/2023-03-10_22-11-18.jpg <NA> \n",
"4 ../downloads/2024-02-24_22-18-07.jpg <NA> \n",
"5 ../downloads/2020-10-24_03-27-27.mp4 2020:10:24 03:27:17 \n",
"6 ../downloads/2020-11-04_04-40-23.mp4 2020:11:04 04:40:30 \n",
"7 ../downloads/2017-06-09_22-44-18.jpg <NA> \n",
"8 ../downloads/2018-12-26_06-49-23.mp4 2018:12:26 06:49:31 \n",
"9 ../downloads/2024-07-25_04-57-56.mp4 2024:07:25 04:58:13 \n",
"\n",
" gpslatitude gpslongitude \n",
"0 40 deg 24' 14.76\" N 104 deg 44' 21.52\" W \n",
"1 44 deg 6' 15.77\" N 94 deg 13' 10.52\" W \n",
"2 44 deg 21' 17.71\" N 93 deg 58' 1.20\" W \n",
"3 40 deg 24' 39.13\" N 104 deg 41' 33.90\" W \n",
"4 40 deg 25' 17.08\" N 104 deg 45' 22.75\" W \n",
"5 40 deg 24' 37.62\" N 104 deg 42' 28.73\" W \n",
"6 40 deg 25' 55.63\" N 104 deg 46' 10.16\" W \n",
"7 39 deg 50' 49.74\" N 104 deg 40' 29.57\" W \n",
"8 40 deg 25' 56.21\" N 104 deg 46' 11.24\" W \n",
"9 44 deg 21' 17.17\" N 93 deg 57' 57.82\" W "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"with_nas = metadata.replace(\"-\", pd.NA)\n",
"with_nas.head(10)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "56ded30f",
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.microsoft.datawrangler.viewer.v0+json": {
"columns": [
{
"name": "index",
"rawType": "int64",
"type": "integer"
},
{
"name": "file",
"rawType": "object",
"type": "string"
},
{
"name": "createdate",
"rawType": "object",
"type": "unknown"
},
{
"name": "gpslatitude",
"rawType": "object",
"type": "unknown"
},
{
"name": "gpslongitude",
"rawType": "object",
"type": "unknown"
}
],
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" file createdate gpslatitude gpslongitude\n",
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"metadata": {},
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],
"source": [
"missing_coords = with_nas[with_nas[\"gpslatitude\"].isna()]\n",
"missing_coords.head(10)"
]
}
],
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notebooks/make_df.ipynb
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@ -1595,7 +1595,7 @@
"name": "python",
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