Moon Banking
收藏资源简介:
# Moon Banking on Snowflake Moon Banking is a crowdsourced sentiment dataset for retail and business banking. Every bank in every country is scored across **14 dimensions** by a continuous flow of community votes: customer service, fees & pricing, digital experience, security & trust, branch & ATM access, international banking, business banking, processing speed, transparency, innovation, investment services, lending, account features, and crypto-friendliness. <p><br/></p> This listing offers two access tiers, gated automatically by SYSTEM$IS_LISTING_PURCHASED() inside the secure views the share exposes: - Limited Trial — free. Top 20 US banks by community vote count, plus the rows in bank_votes and stories tied to those banks, plus the United States countries row, plus the global world aggregate. Refreshed daily. - Paid — $1,499 USD / month. Same five tables, no row filter. Every bank in every country, all votes, all stories. Refreshed daily. Both tiers attach the same Snowflake share. Switching from trial to paid is instant — no re-attach, no DDL, no consumer-side code changes. The secure views just start returning more rows.<br/> ## What's in this listing Five tables, each exposed as a Snowflake secure view in the moonbanking.shared schema. Row counts shown as **trial → paid**. - **world** — *1 row → 1 row.* Singleton row of global aggregates: country count, bank count, story count, and 14-category vote totals / scores. - **countries** — *1 row (US) → ~200 rows.* One row per country: name, ISO code, flag, world rank, and 14-category aggregate scores. - **banks** — *20 rows → ~24,000 rows.* One row per bank in each country. Includes URL, description, world + country rank, story count, and 14-category aggregate scores. - **bank_votes** — *hundreds, growing → thousands, growing.* Individual upvote / downvote events. PII (IP addresses, user IDs) is intentionally excluded. - **stories** — *~200, growing → ~700, growing.* User-submitted short reviews about a bank, with sentiment + tags. PII excluded. <p><br/></p> ## What's NOT in this listing We deliberately exclude every form of PII from this dataset: - No user identities, names, emails, or accounts - No IP addresses on votes or stories - No internal API keys, fingerprints, or tracking signals - No moderation flags or admin-only fields <p><br/></p> ## Engineering features - Format: Native Snowflake share. Standard Snowflake-to-Snowflake — no extra client setup required. - Schema: Stable, additive-only. We commit to 30-day advance notice on any new column. We will never rename, drop, or change the type of an existing column. - Time Travel: Available at the consumer side — clone the share to your own database and set DATA_RETENTION_TIME_IN_DAYS = N on the cloned tables for point-in-time queries / rollback. - Refresh cadence: Daily at ~05:00 UTC. - Aggregate columns: The 14 score dimensions are Snowflake VARIANT columns. Access subfields via colon syntax (overall:score::FLOAT) — the same shape Databricks consumers see as STRUCTs. <p><br/></p> **Pricing** - Limited Trial: Free. Provisioned automatically when you click Get Data on this listing. No credit card required, no cancellation step needed — the trial slice is just smaller. - Paid: $1,499 USD / month. Billed by Snowflake on your existing Snowflake invoice. Switching from trial to paid is a one-click upgrade in the Marketplace UI; the share doesn't change, the secure views just open up. Cancel any time; access remains through the end of the current billing period. There are no refunds — see the refund policy linked on the listing. <p><br/></p> ## How to subscribe - Click Get Data on this listing. - Snowflake provisions the share into your account (default database name: MOONBANKING). You're seeing the trial slice. - To upgrade to the paid tier, click Upgrade on the listing detail page. Snowflake charges your Snowflake invoice; the secure views detect the purchase via SYSTEM$IS_LISTING_PURCHASED() and immediately return the full dataset. <p><br/></p> ## License Use of this data is governed by the Moon Banking Marketplace Data License — see the URL on the listing. Highlights: - You may use the data for analytics, AI/ML model training (including generative AI, large language models, agents, and other foundation models), fine-tuning, evaluation, research, dashboards, and product features. Models you train on the data are yours to ship. - You may not redistribute the raw dataset, expose it through a public API, or build a product that is substantially similar in purpose to the Moon Banking platform. - See the license for full terms. <p><br/></p> ## Support Email support@e.moonbanking.com for billing, access, schema, or data-quality questions.
数据集名称
Moon Banking
数据集简介
Moon Banking 是一个针对零售和企业银行的众包情绪数据集,涵盖了每个国家的每家银行。通过社区持续投票,从14个维度对银行进行评分。
核心内容
- 评分维度:客户服务、费用与定价、数字体验、安全与信任、分行与ATM访问、国际银行、企业银行、处理速度、透明度、创新、投资服务、贷款、账户功能、加密货币友好性。
- 数据内容:包含5张表,以Snowflake安全视图的形式提供于
moonbanking.shared模式下:world: 全球聚合数据(国家数、银行数、故事数、14类投票总数/评分)。countries: 每个国家一行(名称、ISO代码、旗帜、世界排名、14类聚合评分)。banks: 每个国家每家银行一行(URL、描述、世界及国家排名、故事数、14类聚合评分)。bank_votes: 个人的支持/反对投票事件(不包含PII)。stories: 用户提交的简短银行评论(附带情绪和标签,不包含PII)。
访问层级
- 试用版(免费):仅包含社区投票数前20的美国银行及其关联的投票和故事,仅美国国家行和全球世界行。每日刷新。
- 付费版($1,499 USD/月):无行过滤,包含每个国家的每家银行(约24,000家银行,约200个国家),所有投票和故事。每日刷新。切换即时生效,无需重新附加或更改DDL。
技术特性
- 格式:原生 Snowflake 共享(Snowflake-to-Snowflake)。
- 模式:稳定且仅做加法,现有列不重命名、删除或更改类型。新列增加前有30天通知期。
- 时间旅行:用户在消费者端可将共享克隆至自有数据库,并设置数据保留期。
- 刷新频率:每天约UTC时间05:00。
- 聚合列:14个评分维度以Snowflake VARIANT列存储,可使用冒号语法访问子字段。
数据用途与牌照
- 允许用途:可用于分析、AI/ML模型训练(包括生成式AI、大语言模型、代理等)、微调、评估、研究、仪表盘和产品功能。训练出的模型归用户所有。
- 禁止用途:禁止重新分发原始数据集、通过公共API公开,或构建与Moon Banking平台高度相似的产品。
适用业务场景
- 情绪分析
- 市场分析
- 机器学习
- 风险分析
- 基本面分析
定价
- 试用版:免费,自动配置,无需信用卡,无需取消步骤。
- 付费版:$1,499 USD/月,通过Snowflake现有账单计费,可随时取消。
联系方式
- 销售:hello@moonbanking.com
- 支持:https://moonbanking.com/contact



