Random CSV generator

Tool for rendering plausible real-life CSV data. Since our primary use case involves testing Italian data-pipelines, the generated name and surname are Italian, as well as the birthplace and the address. The financial data is also, of course, fake, but all is as self-consistent as possible.

How do I install this package?

As usual, just download it using pip:

pip install random_csv_generator

Usage examples

Currently, the generated CSV contains FAKE data about Italian persons and some FAKE financial information.

from random_csv_generator import random_csv

df = random_csv(300)  # To generate a CSV with 300 rows

region	province	surname	name	sex	birth_municipality	birth_province	birth_region	birth_cap	birth_province_code	birthdate	address	house_number	cap	municipality	province_code	codice_fiscale	total_debit	paid_debit
Toscana	Siena	Veronese	Giorgio	M	Castelnovo Bariano	Rovigo	Veneto	45030	RO	2000-12-08	Via Traversa Stazione	15	53034	Colle Di Val D'elsa	SI	VRNGRG00T08C215S	15.347,00	1.763,00
Lombardia	Brescia	Barsotti	Laura	F	Santa Luce	Pisa	Toscana	56040	PI	1981-04-16	Via Martiri Della Libert	291	25030	Roncadelle	BS	BRSLRA81D56I217W	24.015,00	12.250,00
Calabria	Vibo Valentia	Landi	Edoardo	M	Certaldo	Firenze	Toscana	50052	FI	1999-07-31	Corso Umberto I	250	89822	Serra San Bruno	VV	LNDDRD99L31C540R	73.788,00	70.486,00
Lazio	Frosinone	Rossi	Giuseppe Oreste Massimo	M	Baricella	Bologna	Emilia Romagna	40052	BO	1953-09-10	Borgo San Nicola	114	3020	Pastena	FR	RSSGPP53P10A665N	17.640,00	15.303,00
Umbria	Perugia	Piras	Maurizio	M	Sadali	Cagliari	Sardegna	08030	CA	1957-06-14	Piazza D. Alighieri	3	6061	Castiglione Del Lago	PG	PRSMRZ57H14H659Q	11.106,00	10.210,00