Just grabbing JSON data from NYPD Complaint Data Historic from NYC Open Data, and pretty print it. Link: https://data.cityofnewyork.us/Public-Safety/NYPD-Complaint-Data-Historic/qgea-i56i

get_complaint_data.py

import json
from datetime import *
import pprint

from dateutil.relativedelta import *
from dateutil.parser import *
import requests
import pytz

EASTERN_TZ = pytz.timezone('US/Eastern')
TODAY = datetime.now()
TODAY = EASTERN_TZ.localize(TODAY)
TODAY_ONE_YEAR_AGO = TODAY - relativedelta(years=1)
TIME_DELTA = TODAY_ONE_YEAR_AGO - relativedelta(days=30)
TODAY_ONE_YEAR_AGO = TODAY_ONE_YEAR_AGO.strftime('%Y-%m-%d') + 'T00:00:00'
TIME_DELTA = TIME_DELTA.strftime('%Y-%m-%d') + 'T00:00:00'
API_URL = 'https://data.cityofnewyork.us/resource/qgea-i56i.json'


def retrieve():
    columns = 'RPT_DT,OFNS_DESC,PD_DESC,CRM_ATPT_CPTD_CD,LAW_CAT_CD,BORO_NM,PREM_TYP_DESC,Latitude,Longitude'
    filters = {
            '$limit': 1000,
            '$select': columns,
            '$where': 'RPT_DT between \'{}\' and \'{}\''.format(TIME_DELTA, TODAY_ONE_YEAR_AGO)
    }

    r = requests.get(API_URL, params=filters)
    return r.json()


if __name__ == '__main__':
    pprint.pprint(retrieve())