The yearly aggregated tax income data of all, more than 8000, Italian municipalities are analyzed for a period of five years, from 2007 to 2011, to search for conformity or not with Benford’s law, a counter-intuitive phenomenon observed in large tabulated data where the occurrence of numbers having smaller initial digits is more favored than those with larger digits. This is done in anticipation that large deviations from Benford’s law will be found in view of tax evasion supposedly being widespread across Italy. Contrary to expectations, we show that the overall tax income data for all these years is in excellent agreement with Benford’s law. Furthermore, we also analyze the data of Calabria, Campania and Sicily, the three Italian regions ...
In recent years, many articles have promoted uses for “Benford’s Law, ” claimed to identify a nearly...
This dataset contains the annual aggregated income taxes of all the Italian municipalities over the ...
Leading digits often follow a distribution described by Newcomb (1881) and Benford (1938). We apply ...
The yearly aggregated tax income data of all, more than 8000, Italian municipalities are analyzed f...
This paper explores a real-world fundamental theme under a data science perspective. It specifically...
First and higher order digits in data sets of natural and socio-economic processes often follow a di...
Benford's law defines a probability distribution for patterns of significant digits in real numbers....
This paper discusses the size distribution–in economic terms–of the Italian municipalities over the ...
In this paper, we will see that the proportion of d as p^th digit, where p>1 and d in [[0,9]], in...
The paper contains a short review of techniques examining regional wealth inequalities based on rece...
*For data collection I would like to thank Regula Bieri (section III), Ben Jann (Experiments 1 and 3...
It has been known for more than a century that, counter to one's intuition, the frequency of occurre...
Motivation: The research aims at evaluating the anomalies and unusual patterns of accounting numbers...
The so-called Benford's laws are of frequent use to detect anomalies and regularities in data sets, ...
An important neef of corporations for internal audits is the ability to detect fraudulently reported...
In recent years, many articles have promoted uses for “Benford’s Law, ” claimed to identify a nearly...
This dataset contains the annual aggregated income taxes of all the Italian municipalities over the ...
Leading digits often follow a distribution described by Newcomb (1881) and Benford (1938). We apply ...
The yearly aggregated tax income data of all, more than 8000, Italian municipalities are analyzed f...
This paper explores a real-world fundamental theme under a data science perspective. It specifically...
First and higher order digits in data sets of natural and socio-economic processes often follow a di...
Benford's law defines a probability distribution for patterns of significant digits in real numbers....
This paper discusses the size distribution–in economic terms–of the Italian municipalities over the ...
In this paper, we will see that the proportion of d as p^th digit, where p>1 and d in [[0,9]], in...
The paper contains a short review of techniques examining regional wealth inequalities based on rece...
*For data collection I would like to thank Regula Bieri (section III), Ben Jann (Experiments 1 and 3...
It has been known for more than a century that, counter to one's intuition, the frequency of occurre...
Motivation: The research aims at evaluating the anomalies and unusual patterns of accounting numbers...
The so-called Benford's laws are of frequent use to detect anomalies and regularities in data sets, ...
An important neef of corporations for internal audits is the ability to detect fraudulently reported...
In recent years, many articles have promoted uses for “Benford’s Law, ” claimed to identify a nearly...
This dataset contains the annual aggregated income taxes of all the Italian municipalities over the ...
Leading digits often follow a distribution described by Newcomb (1881) and Benford (1938). We apply ...