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illuin-conteb
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insurance

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eiopa-europa_0
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Austria ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_1
{'General data': '| Amounts | Share total EEA |\n|---------------------------|-----------------|\n| Population (in 1000)³ | 8,979 | 2.00% |\n| (Re)insurance GWP (in million)⁴ | 20,815.873 | 1.5% |\n| Number of (re)insurance undertakings⁵ | 33 | 1.9% |\n| Number of registered insurance intermediaries | 17,999 | 2.1% |'}
eiopa-europa_2
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Belgium ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_3
{'General data': '| Amounts | Share total EEA |\n|---------------------------|-----------------|\n| Population (in 1000)⁹ | 11,618 | 2.6% |\n| (Re)insurance GWP (in million)¹⁰ | 44,172.414 | 3.2% |\n| Number of (re)insurance undertakings¹¹ | 57 | 3.3% |\n| Number of registered insurance intermediaries | 8,911 | 1.1% |'}
eiopa-europa_4
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Bulgaria ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_5
{'General data': '| Amounts | Share total EEA |\n|---------------------------|-----------------|\n| Population (in 1000) | 6,839 | 1.5% |\n| (Re)insurance GWP (in million) | 2,730.334 | 0.2% |\n| Number of (re)insurance undertakings | 30 | 1.7% |\n| Number of registered insurance intermediaries | 6,839 | 0.8% |'}
eiopa-europa_6
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Croatia ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_7
{'General data': '| Amounts | Share total EEA |\n|---------------------------|-----------------|\n| Population (in 1000) | 4,035.65 | 0.8% |\n| (Re)insurance GWP (in million) | 1,353 | 0.1% |\n| Number of (re)insurance undertakings | 23 | 1.7% |\n| Number of registered insurance intermediaries | 3,985 | 0.5% |'}
eiopa-europa_8
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Cyprus ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_9
{'General data': '| Amounts | Share total EEA |\n|---------------------------|-----------------|\n| Population (in 1000) | 904.705 | 0.2% |\n| (Re)insurance GWP (in million) | 1,217.479 | 0.09% |\n| Number of (re)insurance undertakings | 29 | 1.7% |\n| Number of registered insurance intermediaries | 2,322 | 0.3% |'}
eiopa-europa_10
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Czechia ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_11
{'General data': '| Amounts | Share total EEA |\n|---------------------------|-----------------|\n| Population (in 1000) | 10,517 | 2.3% |\n| (Re)insurance GWP (in million) | 8,386.338 | 0.6% |\n| Number of (re)insurance undertakings | 22 | 1.3% |\n| Number of registered insurance intermediaries | 32,448 | 3.7% |'}
eiopa-europa_12
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Denmark ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_13
{'General data': '| Amounts | Share total EEA |\n|---------------------------|-----------------|\n| Population (in 1000) | 5,873 | 1.3% |\n| (Re)insurance GWP (in million) | 40,744.612 | 3.0% |\n| Number of (re)insurance undertakings | 72 | 4.2% |\n| Number of registered insurance intermediaries | 2,571 | 0.3% |'}
eiopa-europa_14
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Estonia ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_15
{'General data': '| Amounts | Share total EEA |\n|---------------------------|-----------------|\n| Population (in 1000) | 1,332 | 0.3% |\n| (Re)insurance GWP (in million) | 956,810 | 0.07% |\n| Number of (re)insurance undertakings | 9 | 0.5% |\n| Number of registered insurance intermediaries | 394 | 0.05% |'}
eiopa-europa_16
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Finland ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_17
{'General data': '| Amounts | Share total EEA |\n|-------------------------------|------------------|\n| Population (in 1000) | 5,548 | 1.2% |\n| (Re)insurance GWP (in million)| 8,449.683 | 0.62% |\n| Number of (re)insurance undertakings | 43 | 2.5% |\n| Number of registered insurance intermediaries | 3,812 | 0.4% |'}
eiopa-europa_18
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # France ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_19
{'General data': '| Amounts | Share total EEA |\n|-------------------------------|------------------|\n| Population (in 1000) | 67,872 | 15% |\n| (Re)insurance GWP (in million)| 330,940.978 | 24.3% |\n| Number of (re)insurance undertakings | 151 | 8.7% |\n| Number of registered insurance intermediaries | 62,284 | 7.2% |'}
eiopa-europa_20
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Germany ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_21
{'General data': '| Amounts | Share total EEA |\n|-------------------------------|------------------|\n| Population (in 1000) | 83,237 | 18.4% |\n| (Re)insurance GWP (in million)| 335,298.764 | 24.7% |\n| Number of (re)insurance undertakings | 256 | 14.8% |\n| Number of registered insurance intermediaries | 190,708 | 22% |'}
eiopa-europa_22
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Greece ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_23
{'General data': '| Amounts | Share total EEA |\n|-------------------------------|------------------|\n| Population (in 1000) | 10,460 | 2.3% |\n| (Re)insurance GWP (in million)| 4,687.315 | 0.4% |\n| Number of (re)insurance undertakings | 34 | 2.0% |\n| Number of registered insurance intermediaries | 17,164 | 2% |'}
eiopa-europa_24
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Hungary ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_25
{'General data': '| Amounts | Share total EEA |\n|-------------------------------|------------------|\n| Population (in 1000) | 9,689 | 2.1% |\n| (Re)insurance GWP (in million)| 3,562.353 | 0.3% |\n| Number of (re)insurance undertakings | 22 | 1.3% |\n| Number of registered insurance intermediaries | 45,376 | 5.2% |'}
eiopa-europa_26
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Iceland ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_27
{'General data': '| Amounts | Share total EEA |\n|----------------------------------|------------------|\n| Population (in 1000) | 376.248 | 0.08% |\n| (Re)insurance GWP (in million) | 572.893 | 0.04% |\n| Number of (re)insurance undertakings | 8 | 0.5% |\n| Number of registered insurance intermediaries | 54 | 0.01% |'}
eiopa-europa_28
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Ireland ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_29
{'General data': '| Amounts | Share total EEA |\n|-------------------------------|------------------|\n| Population (in 1000) | 5,060 | 1.18% |\n| (Re)insurance GWP (in million) | 102,420.675 | 7.5% |\n| Number of (re)insurance undertakings | 163 | 9.4% |\n| Number of registered insurance intermediaries | 2,583 | 0.3% |\n'}
eiopa-europa_30
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Italy ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_31
{'General data': '| Amounts | Share total EEA |\n|-------------------------------|------------------|\n| Population (in 1000) | 59,030 | 13% |\n| (Re)insurance GWP (in million) | 135,019.570 | 9.9% |\n| Number of (re)insurance undertakings | 87 | 5.0% |\n| Number of registered insurance intermediaries | 235,404 | 27.2% |\n'}
eiopa-europa_32
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Latvia ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_33
{'General data': '| Amounts | Share total EEA |\n|-------------------------------|------------------|\n| Population (in 1000) | 1,876 | 0.4% |\n| (Re)insurance GWP (in million) | 623,982 | 0.05% |\n| Number of (re)insurance undertakings | 6 | 0.3% |\n| Number of registered insurance intermediaries | 1,397 | 0.2% |\n'}
eiopa-europa_34
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Liechtenstein ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_35
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 39.308 | 0.0001% |\n| (Re)insurance GWP (in million) | 5,505.399 | 0.4% |\n| Number of (re)insurance undertakings | 23 | 1.3% |\n| Number of registered insurance intermediaries | 51 | 0.01% |\n'}
eiopa-europa_36
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Lithuania ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_37
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 2,806 | 0.6% |\n| (Re)insurance GWP (in million) | 873.670 | 0.06% |\n| Number of (re)insurance undertakings | 9 | 0.5% |\n| Number of registered insurance intermediaries | 3,727 | 0.4% |\n'}
eiopa-europa_38
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Luxembourg ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_39
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 645.397 | 0.1% |\n| (Re)insurance GWP (in million) | 53,064.155 | 4% |\n| Number of (re)insurance undertakings | 71 | 4.1% |\n| Number of registered insurance intermediaries | 4,138 | 0.5% |\n'}
eiopa-europa_40
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Malta ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_41
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 520.971 | 0.1% |\n| (Re)insurance GWP (in million) | 8,957.346 | 0.7% |\n| Number of (re)insurance undertakings | 32 | 1.9% |\n| Number of registered insurance intermediaries | 445 | 0.1% |\n'}
eiopa-europa_42
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Netherlands ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_43
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 17,591 | 3.9% |\n| (Re)insurance GWP (in million) | 81,543.289 | 6.0% |\n| Number of (re)insurance undertakings | 96 | 5.6% |\n| Number of registered insurance intermediaries | 6,451 | 0.7% |\n'}
eiopa-europa_44
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Norway ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_45
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 5,425 | 1.2% |\n| (Re)insurance GWP (in million) | 22,877.888 | 1.7% |\n| Number of (re)insurance undertakings | 59 | 3.4% |\n| Number of registered insurance intermediaries | 2,217 | 0.3% |\n'}
eiopa-europa_46
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Poland ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_47
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 37,654 | 8.3% |\n| (Re)insurance GWP (in million) | 15,444.623 | 1.1% |\n| Number of (re)insurance undertakings | 52 | 3.00% |\n| Number of registered insurance intermediaries | 30,525 | 3.5% |\n'}
eiopa-europa_48
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Portugal ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_49
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 10,352 | 2.3% |\n| (Re)insurance GWP (in million) | 11,999.855 | 1% |\n| Number of (re)insurance undertakings | 37 | 2% |\n| Number of registered insurance intermediaries | 10,687 | 1.2% |\n'}
eiopa-europa_50
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Romania ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_51
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 19,042 | 4.2% |\n| (Re)insurance GWP (in million) | 2,772.753 | 0.2% |\n| Number of (re)insurance undertakings | 25 | 1.4% |\n| Number of registered insurance intermediaries | 60,973 | 7.1% |\n'}
eiopa-europa_52
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Slovakia ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_53
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 5,435 | 1.2% |\n| (Re)insurance GWP (in million) | 1,867.249 | 0.1% |\n| Number of (re)insurance undertakings | 10 | 0.6% |\n| Number of registered insurance intermediaries | 20,938 | 2.4% |\n'}
eiopa-europa_54
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Slovenia ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_55
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 2,107 | 0.5% |\n| (Re)insurance GWP (in million) | 3,091.949 | 0.2% |\n| Number of (re)insurance undertakings | 13 | 0.7% |\n| Number of registered insurance intermediaries | 15,924 | 1.8% |\n'}
eiopa-europa_56
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Spain ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_57
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 47,433 | |\n| (Re)insurance GWP (in million) | 70,691.118 | |\n| Number of (re)insurance undertakings | 150 | |\n| Number of registered insurance intermediaries | 62,167 | |\n'}
eiopa-europa_58
COUNTRY-BY-COUNTRY ANALYSIS – Annex VII to the 2nd Report on the application of the IDD # Sweden ### Information on the insurance intermediaries' market structure and patterns of cross-border activity
eiopa-europa_59
{'General data': '| Amounts | Share total EEA |\n|-----------------------------------|------------------|\n| Population (in 1000) | 10,452 | |\n| (Re)insurance GWP (in million) | 38,954.113 | |\n| Number of (re)insurance undertakings | 113 | |\n| Number of registered insurance intermediaries | 5,963 | |\n'}

ConTEB - Insurance

This dataset is part of ConTEB (Context-aware Text Embedding Benchmark), designed for evaluating contextual embedding model capabilities. It focuses on the theme of Insurance, particularly stemming from a document of the EIOPA entity.

Dataset Summary

Insurance is composed of a long document with insurance-related statistics for each country of the European Union. To build the corpus, we extract the text of the document, and chunk it (using LangChain's RecursiveCharacterSplitter with a threshold of 1000 characters). Countries are often not referred to in-text, but only once in the section title. Therefore, certain chunks require knowledge of their position within the document to be properly disambiguated from others. Questions are manually crafted to require structural understanding for accurate chunk matching. Since questions are crafted after the chunking process, the annotation results directly from the manual question generation process.

This dataset provides a focused benchmark for contextualized embeddings. It includes a curated set of original documents, chunks stemming from them, and queries.

  • Number of Documents: 1
  • Number of Chunks: 60
  • Number of Queries: 120
  • Average Number of Tokens per Doc: 80.7

Dataset Structure (Hugging Face Datasets)

The dataset is structured into the following columns:

  • documents: Contains chunk information:
  • "chunk_id": The ID of the chunk, of the form doc-id_chunk-id, where doc-id is the ID of the original document and chunk-id is the position of the chunk within that document.
  • "chunk": The text of the chunk
  • queries: Contains query information:
    • "query": The text of the query.
    • "chunk_id": The ID of the chunk that the query is related to, of the form doc-id_chunk-id, where doc-id is the ID of the original document and chunk-id is the position of the chunk within that document.

Usage

We will upload a Quickstart evaluation snippet soon.

Citation

We will add the corresponding citation soon.

Acknowledgments

This work is partially supported by ILLUIN Technology, and by a grant from ANRT France.

Copyright

All rights are reserved to the original authors of the documents.

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