Update README.md

README.md

@@ -6,18 +6,18 @@ language:
 - en
 tags:
 - venture-capital
-- funds
-- unicorns
-- aum
+- portfolio
+- startups
 - investors
-pretty_name: VC Funds With Unicorn Holdings
+- holdings
+pretty_name: VC Portfolio Companies
 size_categories:
 - n<1K
 ---
 
-# VC Funds With Unicorn Holdings — Preview
+# VC Portfolio Companies — Preview
 
-A small sample of VC funds associated with unicorn companies, suitable for quick exploration and schema validation. To purchase the full dataset with broader coverage and regular updates, see https://www.thedataoutlet.com.
+This preview contains a subset of investor portfolio holdings with firm names, company links, and basic attributes. It is meant for validation and pipeline tests. For the complete dataset and updates, go to https://www.thedataoutlet.com.
 
 > Buy the full dataset: https://www.thedataoutlet.com
 
@@ -25,49 +25,51 @@ A small sample of VC funds associated with unicorn companies, suitable for quick
 
 ## What you get in this preview
 
-- One CSV under 1,000 rows
-- Fund identities, select unicorns, and reference links
+- A single CSV under 1,000 rows
+- Portfolio mappings from firms to companies
 
 **File list**
 
-- VCSheets_Funds_Unicorn.csv
+- VC_Portfolio_Companies.csv
 
 ## Quickstart
 
     import pandas as pd
-    df = pd.read_csv("VCSheets_Funds_Unicorn.csv")
+    df = pd.read_csv("VC_Portfolio_Companies.csv")
     df.head()
 
 ## Suggested schema
 
-| Column          | Type   | Notes                                   |
-|-----------------|--------|-----------------------------------------|
-| Fund            | string | VC firm or fund vehicle                 |
-| Unicorn         | string | Company name                            |
-| Round           | string | Entry round if known                    |
-| Year            | int    | Year of round or milestone              |
-| Category        | string | Sector                                  |
-| Country         | string | Company HQ or fund region               |
-| Source          | string | Link to reference                       |
-| Date Accessed    | string | Collection timestamp                    |
+| Column           | Type   | Notes                                  |
+|------------------|--------|----------------------------------------|
+| Firm             | string | VC or investor name                    |
+| Firm Website     | string | Optional                                |
+| Company          | string | Portfolio company                       |
+| Company Website  | string |                                         |
+| Category         | string | Sector or tag                           |
+| Stage            | string | Seed, A, B, growth, etc.                |
+| HQ City          | string |                                         |
+| HQ Country       | string |                                         |
+| Source           | string | Link to announcement or firm page       |
+| Date Accessed     | string | Collection timestamp                    |
 
 ## Uses
 
-- Mapping funds with unicorn exposure
-- Narrative building for LP updates
-- Cross checking against portfolios and press
+- Portfolio overlap and competitor mapping
+- Sourcing by firm, stage, and category
+- Enrichment for CRM and research projects
 
 ## Get the complete dataset
 
-The paid version includes more rows, cleaner joins, and ongoing refreshes.
+We provide deeper coverage, additional fields, and scheduled refreshes.
 
 Purchase here: https://www.thedataoutlet.com
 
 ## License and terms
 
 - Evaluation only. No redistribution. No resale.
-- Use implies acceptance of terms on the purchase page.
+- Terms apply as listed on the purchase page.
 
 ## Support
 
-Questions or custom fields? Contact us via https://www.thedataoutlet.com and mention “VC Funds With Unicorn Holdings”.
+Contact us at https://www.thedataoutlet.com and mention “VC Portfolio Companies”.