I have a json file which I want to convert into csv,here are my codes
data=[]
with open('filename.json') as f:
for line in f:
data.append(json.loads(line))
f=csv.writer(open('filename.csv','wb+'))
for item in data:
f.writerow([item['locations'][0]['time']])
The json contains three more lists inside and each list has the same attribute names. I can only access data in the first list; when I change f.writerow([item['locations'][0]['time']])
to f.writerow([item['locations'][-1]['time']])
it gives me access to the first and third lists (writing the first and third lists to csv) but it skips the second list. How can I access all the attributes in each of the lists, list 1-3?
Here is part of a single line of my json file
locations:[
{time : 1439319674334
longitude : 1.070336
local_time : "20:01:14:334 11 08 2015 +0100 GMT+01:00"
latitude : 51.2997804},
{time : 1439319694428
longitude : 1.0703332
local_time : "20:01:34:428 11 08 2015 +0100 GMT+01:00"
latitude : 51.2997889},
{time : 1439319714638
longitude : 1.0703123
local_time : "20:01:54:638 11 08 2015 +0100 GMT+01:00"
latitude : 51.2997794}
This single line can be converted into csv by following code:
locations:[
{time : 1439319674334
longitude : 1.070336
local_time : "20:01:14:334 11 08 2015 +0100 GMT+01:00"
latitude : 51.2997804},
{time : 1439319694428
longitude : 1.0703332
local_time : "20:01:34:428 11 08 2015 +0100 GMT+01:00"
latitude : 51.2997889},
{time : 1439319714638
longitude : 1.0703123
local_time : "20:01:54:638 11 08 2015 +0100 GMT+01:00"
latitude : 51.2997794} ]
file = open("filename.csv","a")
file.write("time, longitude, local_time, latitude\n")
for location in locations:
st = location['time'] + "," + location['longitude '] + "," + location['longitude'] + "," + location['latitude '] + "\n"
file.write(st)
You'd make your life much easier using the csv library. Here try this
Try this:
In [75]: import csv
In [70]: j = {'locations':[
...: {'time' : 1439319674334,
...: 'longitude' : 1.070336,
...: 'local_time' : "20:01:14:334 11 08 2015 +0100 GMT+01:00",
...: 'latitude' : 51.2997804},
...: {'time' : 1439319694428,
...: 'longitude' : 1.0703332,
...: 'local_time' : "20:01:34:428 11 08 2015 +0100 GMT+01:00",
...: 'latitude' : 51.2997889},
...:
...: {'time' : 1439319714638,
...: 'longitude' : 1.0703123,
...: 'local_time' : "20:01:54:638 11 08 2015 +0100 GMT+01:00",
...: 'latitude' : 51.2997794}]}
...:
...:
In [74]: with open('output.csv', 'wb+') as f:
...: writer = csv.DictWriter(f, fieldnames=j['locations'][0].keys())
...: writer.writeheader()
...: for item in j['locations']:
...: writer.writerow(item)
You get output like this:
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