Update README.md

README.md

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----
-license: apache-2.0
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+---
+language:
+- en
+license: apache-2.0
+---
+
+# NeuML LinkedIn Company Posts
+
+This dataset is 12 months of NeuML LinkedIn Company Posts as of January 2025. It contains the post text along with engagement metrics.
+
+It was created as follows:
+
+1. Export the company posts from the analytics page, [see this link for instructions](https://www.linkedin.com/help/linkedin/answer/a551206).
+
+2. Run the following code to create a dataset
+
+```python
+import pandas as pd
+from datasets import load_dataset
+
+df = pd.read_excel("export_data.xls", sheet_name=1, header=1)
+df = df.dropna(axis="columns")
+df.to_csv("data/posts.csv", index=False)
+```
+
+This same process can be run to create your own dataset. It can be loaded locally as follows.
+
+```python
+ds = load_dataset("data")
+```