diff --git a/TransactionDatasets.md b/TransactionDatasets.md
index 540255c..e5e2323 100644
--- a/TransactionDatasets.md
+++ b/TransactionDatasets.md
@@ -18,7 +18,7 @@ The Transaction csv fields:
 
 1. id - internal transaction ID number
 1. timeset - date and time of transaction
-1. transfer_subtype - internal typing: DISBURSMENT = from Grassroots Economics, RECLAMATION = Back to GE, STANDARD =  a trade between users, AGENT = when a group account is cashing out (see held_roles) below
+1. transfer_subtype - internal typing: DISBURSMENT = from Grassroots Economics Foundation, RECLAMATION = Back to GE, STANDARD =  a trade between users, AGENT = when a group account is cashing out (see held_roles) below
 1. source - wallet ID of sender 
 1. target - wallet ID of recipent 
 1. token_name - the token that was traded
@@ -28,27 +28,28 @@ The Transaction csv fields:
 The user summary csv fields:
 
 1. id - Internal user id number
+1. start - day and time of first transaction (when the user account was setup)
 1. xDAI_blockchain_address - Wallet ID on POA xDAI Blockchain 
 1. old_POA__blockchain_address - Wallet ID on the older POA Blockchain (pre 2020) if they had one
-1. bal - current balance of Sarafu as of file date
+1. final_bal - current balance of Sarafu as of file date
 1. area_name - Regional area in Kenya (generalized from private user data)
 1. area_type - Rural, Peri urban or Urban (generalized from private user data)
 1. held_roles - Standard transactions are between Beneficiaries, anything to an Admin is a Reclamation or from and Admin is a Disbursment and anything to a Agent is a Agent_out
 1. gender - user input gender
 1. business_type - Input by GE staff based on what the users sell
 1. ovol_in - total number of tokens that came into this account from non-STANDARD transactions
-1. ovol_out
+1. ovol_out - total number of tokens that left this account from non-STANDARD transactions
 1. otxns_in - number of transactions incomming from non-STANDARD transactions
 1. otxns_out
 1. ounique_in - number of uniquie transactions incomming from non-STANDARD transactions
-1. ounique_in
+1. ounique_out
 1. svol_in - total number of tokens that came into this account from STANDARD transactions
 1. svol_out
 1. stxns_in - number of transactions incomming from STANDARD transactions
 1. stxns_out
 1. sunique_in - number of uniquie transactions incomming from STANDARD transactions
-1. sunique_in
-1. start - day and time of first transaction (when the user account was setup)
+1. sunique_out
+
 
 ----