  Digitization of publications, advancement in communication technology, and
the availability of bibliographic data have made it easier for the researchers
to study the growth and dynamics of any discipline. We present a study on
"Econophysics" metadata extracted from the Web of Science managed by the
Clarivate Analytics from 2000-2019. The study highlights the growth and
dynamics of the discipline by measures of a number of publications, citations
on publications, other disciplines contribution, institutions participation,
country-wise spread, etc. We investigate the impact of self-citations on
citations with every five-year interval. Also, we find the contribution of
other disciplines by analyzing the cited references. Results emerged from
micro, meso and macro-level analysis of collaborations show that the
distributions among authors collaboration and affiliations of authors follow a
power law. Thus, very few authors keep producing most of the papers and are
from a few institutions. We find that China is leading in the production of a
number of authors and a number of papers; however, shares more of national
collaboration rather than international, whereas the USA shares more
international collaboration. Finally, we demonstrate the evolution of the
author's collaborations and affiliations networks from 2000-2019. Overall the
analysis reveals the "small-world" property of the network with average path
length 5. As a consequence of our analysis, this study can serve as in-depth
knowledge to understand the growth and dynamics of the Econophysics network
both qualitatively and quantitatively.
