Citation Analysis – The Shape of Data: Topology Meets Analytics\\ \large A Practical Introduction to Topological Analytics and the Stability Index (TSI) in Business

The Shape of Data: Topology Meets Analytics\\ \large A Practical Introduction to Topological Analytics and the Stability Index (TSI) in Business
Ioannis Diamantis
https://arxiv.org/abs/2511.13503

Citation mentions

Cited references

Sections

9,742

Words (approx)

References by Citation Intensity

Ordered by composite index (descending). Higher values indicate more intensive citation.

#	Reference	Year	Mentions	Breadth	Sec. Wtd	Share	Composite	Main %
1	Cohen-Steiner, D., Edelsbrunner, H., & Harer, J	2007	3	3	6.0	0.094	0.843	100%
2	Carlsson, G	2009	2	2	2.5	0.062	0.644	100%
3	Edelsbrunner, H., & Harer, J	2010	2	2	2.5	0.062	0.644	100%
4	Ghrist, R	2008	2	2	2.5	0.062	0.644	100%
5			2	2	4.0	0.062	0.644	100%
6	Hobbelhagen, F., & Diamantis, I (self)	2024	2	2	2.5	0.062	0.644	100%
7	De Favereau de Jeneret, P., & Diamantis, I (self)	2025	2	2	2.5	0.062	0.644	100%
8	Wasserman, L	2018	1	1	2.0	0.031	0.406	100%
9	Battuguldur Lkhagva, Yu Suzuki, and Kyoji Kawagoe	2006	1	1	2.0	0.031	0.406	100%
10	Gidea, M., & Katz, Y	2018	1	1	0.5	0.031	0.406	100%
11	Kramar, M., Goullet, A., Kondic, L., & Mischaikow,...	2013	1	1	0.5	0.031	0.406	100%
12	Aktas, M.E., Akbas, E. & Fatmaoui, A.E	2019	1	1	0.5	0.031	0.406	100%
13	Camara P	2017	1	1	0.5	0.031	0.406	100%
14	Crawford, L., Monod, A., Chen, A. X., Mukherjee, S...	2020	1	1	0.5	0.031	0.406	100%
15	Lee, H., Kang, H., Chung, M. K., Kim, B. N., & Lee...	2012	1	1	0.5	0.031	0.406	100%
16	Snašel V., Nowakova J., Xhafa F., Barolli L	2017	1	1	0.5	0.031	0.406	100%
17	Otter, N., Porter, M. A., Tillmann, U., Grindrod, ...	2017	1	1	2.0	0.031	0.406	100%
18	Zomorodian, A., & Carlsson, G	2005	1	1	2.0	0.031	0.406	100%
19	Tralie et al	2018	1	1	2.0	0.031	0.406	100%
20	Tauzin, G., Lupo, U., Tunstall, L., Burella Perez,...	2021	1	1	2.0	0.031	0.406	100%
21	Adams, H., Emerson, T., Kirby, M., Neville, R., Pe...	2017	1	1	2.0	0.031	0.406	100%
22	Bereta, P., & Diamantis, I (self)	2025	1	1	2.0	0.031	0.406	100%
23	Chazal, F., Cohen-Steiner, D., Glisse, M., Guibas,...	2009	1	1	2.0	0.031	0.406	100%
24			1	1	2.0	0.031	0.406	100%

Reference

Year

Mentions

Breadth

Sec. Wtd

Composite

Main %

Cohen-Steiner, D., Edelsbrunner, H., & Harer, J

2007

6.0

0.094

0.843

100%

Carlsson, G

2009

2.5

0.062

0.644

100%

Edelsbrunner, H., & Harer, J

2010

2.5

0.062

0.644

100%

Ghrist, R

2008

2.5

0.062

0.644

100%

4.0

0.062

0.644

100%

Hobbelhagen, F., & Diamantis, I (self)

2024

2.5

0.062

0.644

100%

De Favereau de Jeneret, P., & Diamantis, I (self)

2025

2.5

0.062

0.644

100%

Wasserman, L

2018

2.0

0.031

0.406

100%

Battuguldur Lkhagva, Yu Suzuki, and Kyoji Kawagoe

2006

2.0

0.031

0.406

100%

Gidea, M., & Katz, Y

2018

0.5

0.031

0.406

100%

Kramar, M., Goullet, A., Kondic, L., & Mischaikow,...

2013

0.5

0.031

0.406

100%

Aktas, M.E., Akbas, E. & Fatmaoui, A.E

2019

0.5

0.031

0.406

100%

Camara P

2017

0.5

0.031

0.406

100%

Crawford, L., Monod, A., Chen, A. X., Mukherjee, S...

2020

0.5

0.031

0.406

100%

Lee, H., Kang, H., Chung, M. K., Kim, B. N., & Lee...

2012

0.5

0.031

0.406

100%

Snašel V., Nowakova J., Xhafa F., Barolli L

2017

0.5

0.031

0.406

100%

Otter, N., Porter, M. A., Tillmann, U., Grindrod, ...

2017

2.0

0.031

0.406

100%

Zomorodian, A., & Carlsson, G

2005

2.0

0.031

0.406

100%

Tralie et al

2018

2.0

0.031

0.406

100%

Tauzin, G., Lupo, U., Tunstall, L., Burella Perez,...

2021

2.0

0.031

0.406

100%

Adams, H., Emerson, T., Kirby, M., Neville, R., Pe...

2017

2.0

0.031

0.406

100%

Bereta, P., & Diamantis, I (self)

2025

2.0

0.031

0.406

100%

Chazal, F., Cohen-Steiner, D., Glisse, M., Guibas,...

2009

2.0

0.031

0.406

100%

2.0

0.031

0.406

100%

Measures: Mentions = total in-text citations; Breadth = distinct sections; Sec. Wtd = section-weighted count (body ×2, lit review/appendix ×0.5); Share = mentions / total citations in paper; Composite = geometric mean of normalised count, breadth, and main-text ratio; Main % = fraction of mentions in main text (excl. appendix). (self) = self-citation.