"
]
},
{
"cell_type": "code",
"execution_count": 128,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"c:\\Users\\Genos\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\pyproj\\crs\\crs.py:141: FutureWarning: '+init=:' syntax is deprecated. ':' is the preferred initialization method. When making the change, be mindful of axis order changes: https://pyproj4.github.io/pyproj/stable/gotchas.html#axis-order-changes-in-proj-6\n",
" in_crs_string = _prepare_from_proj_string(in_crs_string)\n",
"C:\\Users\\Genos\\AppData\\Local\\Temp\\ipykernel_21240\\101546836.py:8: FutureWarning: The geopandas.dataset module is deprecated and will be removed in GeoPandas 1.0. You can get the original 'naturalearth_lowres' data from https://www.naturalearthdata.com/downloads/110m-cultural-vectors/.\n",
" world = gpd.read_file(gpd.datasets.get_path('naturalearth_lowres'))\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 128,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"
"
]
},
{
"cell_type": "code",
"execution_count": 130,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"name 45716\n",
"id 45716\n",
"nametype 2\n",
"recclass 466\n",
"mass 12576\n",
"fall 2\n",
"year 268\n",
"reclat 12738\n",
"reclong 14640\n",
"GeoLocation 17100\n",
"dtype: int64"
]
},
"execution_count": 130,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.nunique()"
]
},
{
"cell_type": "code",
"execution_count": 131,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"name 0\n",
"id 0\n",
"nametype 0\n",
"recclass 0\n",
"mass 131\n",
"fall 0\n",
"year 288\n",
"reclat 7315\n",
"reclong 7315\n",
"GeoLocation 7315\n",
"dtype: int64"
]
},
"execution_count": 131,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.isna().sum()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Według dokumentacji: \n",
" \n",
"reclant - szerokość geograficzna\n",
" \n",
"reclong - długość geograficzna"
]
},
{
"cell_type": "code",
"execution_count": 132,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(7315, 10)"
]
},
"execution_count": 132,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"filtered_data = data.loc[data['reclat'].isnull() & data['reclong'].isnull() & data['GeoLocation'].isnull()]\n",
"filtered_data.shape"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Wnioski:\n",
"Miejsca, w których brakuje zarówno szerokości geograficznej, jak i długości geograficznej, zazwyczaj nie posiadają również informacji o całej geolokacji. Z uwagi na powiązanie tych trzech parametrów, zamiast próbować uzupełniać brakujące dane, wiersze zawierające braki w tych trzech obszarach zostaną usunięte."
]
},
{
"cell_type": "code",
"execution_count": 133,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"name 0\n",
"id 0\n",
"nametype 0\n",
"recclass 0\n",
"mass 119\n",
"fall 0\n",
"year 175\n",
"reclat 0\n",
"reclong 0\n",
"GeoLocation 0\n",
"dtype: int64"
]
},
"execution_count": 133,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data = data.dropna(subset=['reclat'])\n",
"meteorite_train = meteorite_train.dropna(subset=['reclat'])\n",
"meteorite_test = meteorite_test.dropna(subset=['reclat'])\n",
"meteorite_val = meteorite_val.dropna(subset=['reclat'])\n",
"\n",
"data.isna().sum()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Według dokumentacji:\n",
"- a few entries here contain date information that was incorrectly parsed into the NASA database. As a spot check: any date that is before 860 CE or after 2016 are incorrect; these should actually be BCE years. There may be other errors and we are looking for a way to identify them.\n",
"- a few entries have latitude and longitude of 0N/0E (off the western coast of Africa, where it would be quite difficult to recover meteorites). Many of these were actually discovered in Antarctica, but exact coordinates were not given. 0N/0E locations should probably be treated as NA."
]
},
{
"cell_type": "code",
"execution_count": 134,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
"
\n",
"
\n",
"
name
\n",
"
id
\n",
"
nametype
\n",
"
recclass
\n",
"
mass
\n",
"
fall
\n",
"
year
\n",
"
reclat
\n",
"
reclong
\n",
"
GeoLocation
\n",
"
\n",
" \n",
" \n",
"
\n",
"
16356
\n",
"
Havana
\n",
"
11857
\n",
"
Valid
\n",
"
Iron, IAB complex
\n",
"
NaN
\n",
"
Found
\n",
"
301.0
\n",
"
40.33333
\n",
"
-90.05000
\n",
"
(40.333330, -90.050000)
\n",
"
\n",
"
\n",
"
30679
\n",
"
Northwest Africa 7701
\n",
"
57150
\n",
"
Valid
\n",
"
CK6
\n",
"
-0.022997
\n",
"
Found
\n",
"
2101.0
\n",
"
0.00000
\n",
"
0.00000
\n",
"
(0.000000, 0.000000)
\n",
"
\n",
"
\n",
"
38188
\n",
"
Ur
\n",
"
24125
\n",
"
Valid
\n",
"
Iron
\n",
"
NaN
\n",
"
Found
\n",
"
2501.0
\n",
"
30.90000
\n",
"
46.01667
\n",
"
(30.900000, 46.016670)
\n",
"
\n",
"
\n",
"
38301
\n",
"
Wietrzno-Bobrka
\n",
"
24259
\n",
"
Valid
\n",
"
Iron
\n",
"
-0.022439
\n",
"
Found
\n",
"
601.0
\n",
"
49.41667
\n",
"
21.70000
\n",
"
(49.416670, 21.700000)
\n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" name id nametype recclass mass \\\n",
"16356 Havana 11857 Valid Iron, IAB complex NaN \n",
"30679 Northwest Africa 7701 57150 Valid CK6 -0.022997 \n",
"38188 Ur 24125 Valid Iron NaN \n",
"38301 Wietrzno-Bobrka 24259 Valid Iron -0.022439 \n",
"\n",
" fall year reclat reclong GeoLocation \n",
"16356 Found 301.0 40.33333 -90.05000 (40.333330, -90.050000) \n",
"30679 Found 2101.0 0.00000 0.00000 (0.000000, 0.000000) \n",
"38188 Found 2501.0 30.90000 46.01667 (30.900000, 46.016670) \n",
"38301 Found 601.0 49.41667 21.70000 (49.416670, 21.700000) "
]
},
"execution_count": 134,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.loc[(data['year'] > 2016) | (data['year'] < 860)]"
]
},
{
"cell_type": "code",
"execution_count": 135,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"