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feat: push custom dataset

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  1. README.md +40 -0
  2. samples_eval.jsonl +0 -0
  3. samples_train.jsonl +0 -0
  4. topics.txt +537 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - feature-extraction
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+ - sentence-similarity
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+ language:
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+ - en
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+ tags:
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+ - sentence-transformers
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+ - feature-extraction
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+ - sentence-similarity
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+ - mteb
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+ - Insurance
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+ - Automotive
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+ - Coverage
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+ - Claims
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+ - Premiums
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+ pretty_name: insurance search for car policies
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+ size_categories:
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+ - n<1K
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+ ---
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+ # jina-embeddings-v2-base-code-06052024-irct-webapp Dataset
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+
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+ ## Dataset Description
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+
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+ The dataset "insurance search for car policies" is a generated dataset designed to support the development of domain specific embedding models for retrieval tasks.
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+
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+ ## Associated Model
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+
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+ This dataset was used to train the [**jina-embeddings-v2-base-code-06052024-irct-webapp**](https://huggingface.co/fine-tuned/jina-embeddings-v2-base-code-06052024-irct-webapp) model.
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+
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+ ## How to Use
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+ To use this dataset for model training or evaluation, you can load it using the Hugging Face `datasets` library as follows:
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ dataset = load_dataset("fine-tuned/jina-embeddings-v2-base-code-06052024-irct-webapp")
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+ print(dataset['test'][0])
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+ ```
samples_eval.jsonl ADDED
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samples_train.jsonl ADDED
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topics.txt ADDED
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+ Accident Forgiveness
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+ Actual Cash Value
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+ Actual Total Loss
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+ Actuarial Tables
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+ Additional Insured
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+ Adjuster
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+ Admitted Assets
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+ Admitted Carrier
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+ Admitted Reinsurer
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+ Admitted Risk
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+ Admitted Value
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+ Adverse Selection
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+ Agent of Record
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+ Aggregate Excess of Loss Reinsurance
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+ Aggregate Limit
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+ Aggregate Limit
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+ Aggregate Stop Loss Reinsurance
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+ Agreed Amount Clause
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+ Agreed Value
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+ Agreed Value
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+ All Perils Coverage
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+ All-Risk Insurance
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+ Allied Lines
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+ Alternative Markets
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+ Alternative Risk Transfer
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+ Amortization
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+ Annual Statement
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+ Annuitant
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+ Annuitization
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+ Annuitization Phase
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+ Annuity
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+ Annuity Certain
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+ Annuity Contract
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+ Annuity Factor
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+ Annuity Option
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+ Annuity Payment
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+ Annuity Period
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+ Annuity Table
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+ Annuity in Advance
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+ Annuity in Arrears
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+ Anti-Theft Device
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+ Appraisal Clause
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+ Assigned Risk
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+ At-Fault Accident
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+ Automobile Liability Insurance
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+ Automobile Physical Damage Insurance
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+ Automobile Policy
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+ Automobile Underwriting
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+ Average Annual Mileage
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+ Average Loss Payment per Claim
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+ Average Loss Ratio
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+ Average Severity
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+ Average Written Premium
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+ Avoidance
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+ Backdate
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+ Backfire
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+ Backplate
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+ Backup Camera
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+ Balance Shaft
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+ Ballistic Coefficient
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+ Ballistic Nylon
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+ Ballistic Protection
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+ Ballistic Vest
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+ Barricade
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+ Barrier Coat
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+ Base Curve
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+ Base Metal
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+ Base Plate
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+ Base Station
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+ Baseband
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+ Baseline Data
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+ Bearing Capacity
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+ Bearing Stress
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+ Bearing Wall
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+ Beaufort Scale
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+ Bedrock
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+ Belt Drive
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+ Belt Sander
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+ Bench Grinder
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+ Bench Vise
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+ Bending Moment
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+ Beryllium
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+ Bias Ply
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+ Bias Voltage
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+ Bifurcation
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+ Bilge Pump
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+ Bimetallic Strip
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+ Binoculars
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+ Biodegradable
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+ Biogas
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+ Biological Control
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+ Biological Diversity
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+ Biological Oxygen Demand
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+ Bioluminescence
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+ Biomass Energy
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+ Biosphere
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+ Biotite
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+ Birefringence
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+ Bismuth
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+ Bituminous Coal
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+ Blackbody Radiation
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+ Blanching
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+ Blast Furnace
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+ Blind Rivet
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+ Captive Insurance Company
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+ Catastrophic Coverage
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+ Certificate of Insurance
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+ Claim Frequency
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+ Claim Reserve
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+ Claim Settlement Ratio
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+ Claim Severity
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+ Claims Adjuster
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+ Claims History
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+ Claims Process
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+ Claims-Made Policy
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+ Classic Car Insurance
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+ Coinsurance Clause
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+ Collateral Source Rule
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+ Collision Coverage
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+ Commercial Auto Insurance
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+ Commercial General Liability
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+ Commercial Lines Insurance
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+ Commercial Property Insurance
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+ Commercial Vehicle Insurance
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+ Common Carrier Liability
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+ Comparative Negligence
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+ Comparative Negligence
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+ Compensatory Damages
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+ Completed Operations Coverage
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+ Comprehensive Insurance
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+ Compulsory Excess
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+ Concurrent Causation
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+ Conditional Exclusion
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+ Consequential Loss
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+ Consequential Loss
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+ Contingent Business Interruption
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+ Contingent Liability
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+ Contractual Liability
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+ Contractual Liability Insurance
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+ Coverage Extension
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+ Coverage Limit
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+ Coverage Territory
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+ Coverage Territory
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+ Coverage Trigger
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+ Credit-Based Insurance Score
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+ Crime Insurance
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+ Critical Illness Insurance
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+ Custom Equipment
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+ Custom Parts
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+ Customer Service
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+ Cyber Liability Insurance
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+ Cyber Risk Insurance
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+ Cybersecurity Measures
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+ Deductible
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+ Depreciation
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+ Driver Assistance System
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+ Driving Record
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+ Eco-friendly
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+ Electric Vehicle
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+ Electronic Stability Control
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+ Emergency Roadside Assistance
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+ Emissions Control
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+ Emissions Test
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+ Endorsement
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+ Energy-efficient
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+ Engine Block
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+ Engine Capacity
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+ Engine Cooling System
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+ Engine Cylinder
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+ Engine Displacement
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+ Engine Efficiency
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+ Engine Immobilizer
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+ Engine Knock
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+ Engine Lubrication
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+ Engine Mapping
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+ Engine Misfire
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+ Engine Oil
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+ Engine Overhaul
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+ Engine Performance
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+ Engine Power
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+ Engine Revving
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+ Engine Timing
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+ Engine Torque
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+ Engine Valve
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+ Environmental Impact
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+ Environmental Protection
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+ Ethanol Blend
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+ Ethanol Fuel
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+ Excess
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+ Exclusion
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+ Exhaust Emissions
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+ Exhaust Gas Recirculation
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+ Exhaust Manifold
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+ Exhaust Pipe
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+ Exhaust System
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+ Exhaust Valve
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+ Exotic Car
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+ Exotic Car Manufacturer
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+ Extended Warranty
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+ Exterior Styling
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+ External Combustion Engine
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+ Fault Tolerance
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+ Fender Bender
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+ Fiduciary Duty
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+ Financial Responsibility
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+ Gap Insurance
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+ Gear Ratio
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+ General Liability
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+ Geotargeting
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+ Gross Premium
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+ Guaranteed Renewal
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Guaranty Fund
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+ Hail Damage Coverage
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+ Hazard Perception Test
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+ Head-On Collision Coverage
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+ Health Insurance Portability and Accountability Act (HIPAA)
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+ Hire Purchase Agreement
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+ Hit and Run Coverage
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+ Holding Period
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+ Hole-In-One Insurance
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+ Homeowners Insurance Integration
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+ Hybrid Electric Vehicle (HEV) Endorsement
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+ Hydraulic Brake Fluid Specification
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+ Hydrolocking Coverage
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+ Hypothecation Agreement
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+ Indemnity Agreement
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+ Indemnity Bond
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+ Indemnity Clause
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+ Independent Adjuster
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+ Individual Retirement Account (IRA) Rollover
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+ Inflation Guard Endorsement
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+ Inherent Diminished Value
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+ Injury Threshold
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+ Insurable Interest
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+ Insurance Binder
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+ Insurance Broker
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+ Insurance Fraud
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+ Insurance Premium Financing
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+ Insurance Score
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+ Insured Declared Value (IDV)
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+ Insured Loss
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+ Integrated Tail Lights
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+ Interest Rate Swap
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+ Intermediary
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+ International Driving Permit (IDP)
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+ Internet of Things (IoT) in Insurance
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+ Investment Income
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+ Joint Underwriting Association (JUA)
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+ Joint and Several Liability
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+ Judgment Proof
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+ Junk Title
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+ Key Person Insurance
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+ Key Recovery Coverage
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+ Kidnap and Ransom Insurance
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+ Kilometre Logging
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+ Kinesio Tape Coverage
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+ Kinetic Energy Recovery System (KERS)
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+ Kit Car Insurance
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+ Knock Sensor
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+ Knock-For-Knock Agreement
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+ Knowledge Gap
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+ Knowledge Management in Insurance
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+ Liability Coverage
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+ Liability Insurance
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+ Lienholder
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+ Loss Ratio
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+ Loss Run
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+ Losses Incurred
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+ Mandatory Coverage
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+ Market Value
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+ Material Misrepresentation
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+ Medical Payments Coverage
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+ Mileage Discount
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+ Minimum Premium
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+ Misrepresentation
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+ Modified Car Insurance
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+ Monoline Insurance
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+ Moral Hazard
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+ Motor Vehicle Report
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+ Multi-Car Discount
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+ Multi-Line Discount
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+ Multiple Peril Insurance
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+ Mutual Insurance Company
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+ Negligence
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+ Network Security
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+ No-fault Insurance
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+ Non-renewal
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+ Obligee
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+ Obligor
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+ Occurrence
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+ Odometer Disclosure Statement
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+ Off-premises Coverage
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+ Offer and Acceptance
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+ Open Enrollment Period
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+ Operating Ratio
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+ Ordinance or Law Coverage
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+ Original Equipment Manufacturer (OEM) Parts
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+ Out-of-pocket Maximum
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+ Over-the-counter (OTC) Market
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+ Overhead Expense Insurance
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+ Owner's Policy
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+ Ownership Clause
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+ Ownership Interest
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+ Oxidation Catalyst
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+ Oxygen Sensor
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+ Ozone Depletion Potential (ODP)
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+ Ozone Layer
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+ Ozone Layer Conservation
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+ Ozone Layer Conservation Projects
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+ Ozone Layer Depletion
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+ Ozone Layer Depletion Prevention
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+ Ozone Layer Depletion Prevention Measures
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+ Ozone Layer Monitoring
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+ Ozone Layer Monitoring Programs
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+ Ozone Layer Preservation
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+ Ozone Layer Preservation Efforts
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+ Ozone Layer Protection
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+ Ozone Layer Protection Initiatives
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+ Ozone Layer Protection Measures
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+ Ozone Layer Protection Policies
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+ Ozone Layer Protection Strategies
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+ Ozone Layer Recovery
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+ Ozone Layer Recovery Initiatives
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+ Ozone Layer Restoration
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+ Ozone Layer Restoration Plans
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+ Ozone Layer Restoration Projects
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+ Ozone Layer Restoration Strategies
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+ Ozone-depleting Potential (ODP)
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+ Ozone-depleting Substances
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+ Ozone-forming Potential
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+ Ozone-friendly Refrigerants
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+ Payout
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+ Peril
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+ Policy Limit
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+ Policy Term
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+ Policyholder
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+ Policyholder Surplus
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+ Pre-existing Condition
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+ Premium
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+ Product Liability
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+ Professional Liability
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+ Property Damage
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+ Public Liability
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+ Qualifying Event
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+ Quality Control
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+ Quality Management
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+ Quality of Service
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+ Quantitative Analysis
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+ Quantitative Data Analysis
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+ Quantitative Research
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+ Quantitative Risk Analysis
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+ Quantitative Risk Analysis
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+ Quantitative Risk Analysis
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+ Quantitative Risk Analysis
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+ Quantitative Risk Analysis
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+ Quantitative Risk Analysis
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+ Quantitative Risk Assessment
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+ Quantitative Risk Assessment
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+ Quantitative Risk Assessment
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+ Quantitative Risk Assessment
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+ Quantitative Risk Assessment
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+ Quantitative Risk Assessment
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+ Quantitative Risk Assessment
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+ Quantitative Risk Management
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+ Quantitative Risk Management
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+ Quantitative Risk Management
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+ Quantitative Risk Management
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+ Quantitative Risk Management
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+ Quantitative Risk Management
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+ Quantitative Risk Management
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+ Quantitative Risk Modeling
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+ Quantitative Risk Modeling
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+ Quantitative Risk Modeling
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+ Quantitative Risk Modeling
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+ Quantitative Risk Modeling
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+ Quantitative Risk Modeling
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+ Quantitative Risk Modeling
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+ Quotation
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+ Quote
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+ Rate Comparison
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+ Rate Increase
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+ Rate Lock
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+ Rate Quote
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+ Rating Factor
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+ Rating Territory
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+ Rebate
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+ Rebuild Title
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+ Rebuilt Vehicle
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+ Recall Notice
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+ Recession Impact
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+ Reckless Driving
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+ Record of Claim
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+ Recovery Service
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+ Recreational Vehicle Coverage
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+ Red Book Value
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+ Redlining
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+ Reimbursement Method
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+ Reinforced Safety
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+ Reinstatement Fee
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+ Reinsurance
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+ Reinsurance Treaty
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+ Renewal Notice
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+ Renewal Premium
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+ Rental Car Coverage
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+ Rental Reimbursement
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+ Repair Authorization
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+ Repair Estimate
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+ Repair Facility
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+ Repair Time
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+ Replacement Cost
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+ Replacement Parts
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+ Reporting Agency
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+ Rescission
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+ Residual Market
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+ Residual Value
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+ Resource Allocation
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+ Restoration Fee
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+ Restrictive Endorsement
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+ Retained Earnings
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+ Retroactive Date
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+ Return on Equity
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+ Return on Investment
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+ Revenue Stream
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+ Rider
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+ Risk Analysis
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+ Risk Assessment
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+ Risk Management
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+ Risk Pool
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+ Roadside Assistance
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+ Safety Glass
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+ Safety Rating
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+ Salvage Title
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+ Satellite Navigation
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+ Satellite Radio
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+ Scratch and Dent Insurance
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+ Seat Belt Pretensioner
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+ Seat Cover
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+ Self-Driving Car
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+ Self-Leveling Suspension
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+ Service Contract
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+ Service History
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+ Side Marker Lights
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+ Side Skirts
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+ Side-Impact Airbags
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+ Skid Control
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+ Skid Plate
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+ Smart Key
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+ Smartphone Integration
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+ Solar Control Glass
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+ Solar-Powered Vehicle
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+ Sound Deadening
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+ Sound System Upgrade
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+ Spare Tire
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+ Speed Limiter
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+ Speedometer
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+ Split-Folding Seats
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+ Spoiler
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+ Sport Suspension
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+ Spot Welding
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+ Stability Control
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+ Stabilizer Bar
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+ Start-Stop System
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+ Starter Motor
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+ Steering Column
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+ Steering Wheel Lock
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+ Subframe
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+ Subrogation
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+ Sun Visor
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+ Sunroof
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+ Supercharger
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+ Surround View Camera
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+ Suspension Bushings
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+ Suspension System
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+ Swing Arm
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+ Synchromesh Transmission
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+ Synchronized Transmission
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+ Synthetic Blend Oil
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+ Synthetic Oil
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+ Telematics
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+ Third-party Liability
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+ Total Loss
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+ Underwriting
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+ Uninsured Motorist
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+ Usage-based Insurance
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+ Valuation
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+ Vehicle Identification Number
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+ Vehicle Registration
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+ Vehicle Title
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+ Vintage Car Insurance
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+ Warranty
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+ Whole Life Insurance
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+ Windshield Coverage
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+ Write-off
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+ Xenon Headlights
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+ Yearly Mileage
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+ Zero Depreciation
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+ Zone Rating
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+ Zurich Protection Plus