diff --git a/tests/data/BrightFunds.csv b/tests/data/BrightFunds.csv
index defd080..6b397f2 100644
--- a/tests/data/BrightFunds.csv
+++ b/tests/data/BrightFunds.csv
@@ -1,3 +1,3 @@
-Date,Disbursement ID,Name,Fund,Amount,Designation,On Behalf Of,Email,Company Name,Donation Type
-10/01/20,123456,Company ,,15,,Employed Person,,Company,MatchingTransaction
-09/24/20,123456,Employed Person ,,15,,-,person@example.com,Company,CreditCardTransaction
+Created,Disbursement ID,Donor Name,Fund,Amount,Designation,On Behalf Of,Donor Email,Company Name,Type
+10/01/2020,123456,Company ,,15,,Employed Person,,Company,MatchingTransaction
+09/24/2020,123456,Employed Person ,,15,,-,person@example.com,Company,CreditCardTransaction
diff --git a/tests/data/GitHubSponsors.csv b/tests/data/GitHubSponsors.csv
index 80f03d1..766ca8e 100644
--- a/tests/data/GitHubSponsors.csv
+++ b/tests/data/GitHubSponsors.csv
@@ -1,4 +1,4 @@
-sponsor handle,sponsor email,sponsorship started on,is public?,is yearly?,transaction id,tier name,tier monthly amount,processed amount,is prorated?,status,transaction date
+sponsor handle,sponsor email,sponsorship started on,is public?,is yearly?,stripe transfer id,tier name,tier monthly amount,transferred amount,is prorated?,status,transaction timestamp
 exampleA,ajones@example.com,2019-10-01 10:00:00 -0400,TRUE,FALSE,ch_1Gabcdefghijklmnopqrstuv,$1/month,$1.00,$1.00,FALSE,settled,2020-01-02 14:02:00 -0500
 exampleB,,2019-11-01 11:00:00 -0400,FALSE,FALSE,1023ABCD5678EFGHI,$10/month,$10.00,$10.00,FALSE,settled,2020-01-03 15:03:00 -0500
 exampleC,info@example.com,2019-12-01 12:00:00 -0500,TRUE,TRUE,ch_1Gabcdefghijklmnopqrstuw,$10/month,$10.00,$120.00,FALSE,settled,2020-01-04 16:04:00 -0500
diff --git a/tests/data/StripePayments.csv b/tests/data/StripePayments.csv
index 3dee4dd..9cf4f75 100644
--- a/tests/data/StripePayments.csv
+++ b/tests/data/StripePayments.csv
@@ -1,3 +1,3 @@
-id,Description,Created (UTC),Amount,Amount Refunded,Currency,Converted Amount,Converted Amount Refunded,Fee,Tax,Converted Currency,Mode,Status,Statement Descriptor,Customer ID,Customer Description,Customer Email,Captured,Card ID,Card Last4,Card Brand,Card Funding,Card Exp Month,Card Exp Year,Card Name,Card Address Line1,Card Address Line2,Card Address City,Card Address State,Card Address Country,Card Address Zip,Card Issue Country,Card Fingerprint,Card CVC Status,Card AVS Zip Status,Card AVS Line1 Status,Card Tokenization Method,Disputed Amount,Dispute Status,Dispute Reason,Dispute Date (UTC),Dispute Evidence Due (UTC),Invoice ID,Payment Source Type,Destination,Transfer,Transfer Group
+id,Description,Created (UTC),Amount,Amount Refunded,Currency,Converted Amount,Converted Amount Refunded,Fee,Taxes On Fee,Converted Currency,Mode,Status,Statement Descriptor,Customer ID,Customer Description,Customer Email,Captured,Card ID,Card Last4,Card Brand,Card Funding,Card Exp Month,Card Exp Year,Card Name,Card Address Line1,Card Address Line2,Card Address City,Card Address State,Card Address Country,Card Address Zip,Card Issue Country,Card Fingerprint,Card CVC Status,Card AVS Zip Status,Card AVS Line1 Status,Card Tokenization Method,Disputed Amount,Dispute Status,Dispute Reason,Dispute Date (UTC),Dispute Evidence Due (UTC),Invoice ID,Payment Source Type,Destination,Transfer,Transfer Group
 ch_oxuish6phae2Raighooghi3U,Payment for invoice #102,2017-11-08 16:56,100,0,usd,100,0,3,0,usd,Live,Paid,,cus_DohSheeQu8eng3,,one@example.org,true,card_na1joNohg9Aim6eg9eefooRe,0,American Express,credit,1,2010,Dakota Smith,1 Example St,,City,State,United States,12345,US,queiheVu2ohyei2u,pass,pass,pass,,,,,,,,card,,po_aeYees2ahtier8ohju7Eeyie,
 ch_hHee9ef1aeyee1ruo7ochee9,Payment for invoice #100,2017-10-28 02:32,50,0,usd,50,0,1.4,0,usd,Live,Paid,,cus_iepae2Iecae8Ei,,two@example.org,true,card_sitej3Xi2aNgo1ohfoahue8e,1,Visa,credit,2,2011,Dakota Jones,2 Example St,,City,State,United States,12345,US,men2shi3xo1Mao4u,pass,pass,pass,,,,,,,,card,,po_aeYees2ahtier8ohju7Eeyie,