Converting CSV to Geojson with LineStrings

Question

I'm new to geospatial data and need a way to get data out of a CSV in this format:

Latitude, Longitude, Altitude, Timestamp, Trip Identifier

and into a geojson suitable for kepler.gl with their specified format:

{
  "type": "FeatureCollection",
  "features": [
    {
      "type": "Feature",
      "properties": { "vendor": "A",
      "vol":20},
      "geometry": {
        "type": "LineString",
        "coordinates": [
          [-74.20986, 40.81773, 0, 1564184363],
          [-74.20987, 40.81765, 0, 1564184396],
          [-74.20998, 40.81746, 0, 1564184409]
        ]
      }
    }
  ]
}

My attempts in Python (heavily based on code from ewcz) have not been successful; this returns a ValueError, and I can't see a way to incorporate MultiLineString as the number of coordinate pairs changes between records.

import csv, json
from geojson import Feature, FeatureCollection, Point, LineString

features = []
with open('Trips.csv', newline='', encoding='utf-16') as csvfile:
    reader = csv.reader(csvfile, delimiter='    ')
    for Latitude, Longitude, Altitude, Timestamp, ID in reader:
        Latitude, Longitude = map(float, (Latitude, Longitude))
        features.append(
            Feature(
                geometry = LineString([Latitude,Longitude,Altitude,Timestamp]),
                properties = {
                    'ID': ID,
                }
            )
        )

collection = FeatureCollection(features)
with open("Trips.json", "w") as f:
    f.write('%s' % collection)

Error given:

ValueError                                Traceback (most recent call last)
<ipython-input-1-5dadf758869b> in <module>
      9         features.append(
     10             Feature(
---> 11                 geometry = LineString([Latitude,Longitude,Altitude,Timestamp]),
     12                 properties = {
     13                     'ID': ID

~/anaconda3/anaconda3/lib/python3.7/site-packages/geojson/geometry.py in __init__(self, coordinates, validate, precision, **extra)
     30         super(Geometry, self).__init__(**extra)
     31         self["coordinates"] = self.clean_coordinates(
---> 32             coordinates or [], precision)
     33 
     34         if validate:

~/anaconda3/anaconda3/lib/python3.7/site-packages/geojson/geometry.py in clean_coordinates(cls, coords, precision)
     53                 new_coords.append(round(coord, precision))
     54             else:
---> 55                 raise ValueError("%r is not a JSON compliant number" % coord)
     56         return new_coords
     57 

ValueError: '0' is not a JSON compliant number

Answer 1

It looks like the issue is that you are passing strings to API that needs numbers.

for Latitude, Longitude, Altitude, Timestamp, ID in reader

should be replaced with code that will transform the strings into numbers. something like:

for float(Latitude), float(Longitude), int(Altitude), int(Timestamp), ID in reader

Data example:

51.467525   -0.445004   0   1569324754  EIN159

So it looks like that the first 2 fields are float numbers , fields 3,4 are ints and field 5 is a string.