Pandas to GeoJSON (Multiples points + features) with Python

pandas_to_geojson.py

# Real source heroes here: https://gis.stackexchange.com/questions/220997/pandas-to-geojson-multiples-points-features-with-python?rq=1
import json
import simplekml
import geojson
import pandas as pd

def data2kml(df):
    kml = simplekml.Kml()
    df.apply(lambda X: kml.newpoint(
            name=X["name"], 
            description=unicode(X["description"].decode('utf8')), 
            coords=[( X["long"], X["lat"], X["elev"])]
                                    )
            , axis=1)
    kml.save(path='map.kml')

def data2geojson(df):
    points = []
    df.apply(lambda X: points.append( (float(X["long"]), 
                                       float(X["lat"]))
                                    )
            , axis=1)
    with open('map.geojson', 'w') as fp:
        geojson.dump(geojson.MultiPoint(points), fp, sort_keys=True)


col = ['lat','long','elev','name','description']
data = [[-29.9953,-70.5867,760,'A','Place a'],
        [-30.1217,-70.4933,1250,'B','Place b'],
        [-30.0953,-70.5008,1185,'C','Place c']]

df = pd.DataFrame(data, columns=col)
data2kml(df)
data2geojson(df)