Soccer analysis example

This tutorial uses data extracted from video footage of a soccer game that was published in https://github.com/Friends-of-Tracking-Data-FoTD/Last-Row

import numpy as np
import pandas as pd
import geopandas as gpd
import movingpandas as mpd
import shapely as shp
import holoviews as hv
import hvplot.pandas 
import matplotlib.pyplot as plt

from geopandas import GeoDataFrame, read_file
from shapely.geometry import Point, LineString, Polygon
from datetime import datetime, timedelta
from holoviews import opts, dim
from os.path import exists
from urllib.request import urlretrieve

import warnings
warnings.filterwarnings('ignore')

hvplot_defaults = {'line_width':5, 'frame_height':350, 'frame_width':700, 'colorbar':True, 'tiles':None, 'geo':False,}

mpd.show_versions()