LeonardoBerti commited on
Commit
999a731
·
verified ·
1 Parent(s): e955c8d

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +9 -3
README.md CHANGED
@@ -1,3 +1,9 @@
1
- ---
2
- license: mit
3
- ---
 
 
 
 
 
 
 
1
+ TRADES-LOB: a new synthetic LOB dataset:
2
+ In market microstructure research, one major problem is the unavailability of a large LOB dataset. The only TRADES-LOB comprises simulated TRADES market data fmany and Intel for two
3
+ days. Specifically, the dataset is structured into four CSV files, each containing 50 columns. The initial six columns delineate the order features, followed by 40 columns that represent a snapshot of the
4
+ LOB across the top 10 levels. The concluding four columns provide key financial metrics: mid-price, spread, order volume imbalance, and Volume-Weighted Average Price (VWAP), which can be useful
5
+ for downstream financial tasks, such as stock price prediction. In total, the dataset is composed of 265,986 rows and 13,299,300 cells, which is similar in size to the benchmark FI-2010 dataset [46 ].
6
+
7
+ ---
8
+ license: mit
9
+ ---