Summarizing data without dupes
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I have some claims data from providers with dupes. My dupes are based on combining multiple columns (member_id + provider_id + claimDate + CPT). I would like to summarize the data by State and by CPT and sum the paid amt for unique claims only. Here is the data table and the desired result:
Here is my shot at this:
SELECT
State
,CPT
,SUM(paid)
FROM
Claims
GROUP BY
FS
,CPT;
Unfortunately, this sums all the dupe rows as well. How do I exclude the dupe rows when summarizing by State and by CPT?
Thanks
sql
edited Nov 16 '18 at 23:19
Eric Brandt
3,30011127
asked Nov 16 '18 at 21:52
DarumDarum
1
add a comment |
0
I have some claims data from providers with dupes. My dupes are based on combining multiple columns (member_id + provider_id + claimDate + CPT). I would like to summarize the data by State and by CPT and sum the paid amt for unique claims only. Here is the data table and the desired result:
Here is my shot at this:
SELECT
State
,CPT
,SUM(paid)
FROM
Claims
GROUP BY
FS
,CPT;
Unfortunately, this sums all the dupe rows as well. How do I exclude the dupe rows when summarizing by State and by CPT?
Thanks
sql
edited Nov 16 '18 at 23:19
Eric Brandt
3,30011127
asked Nov 16 '18 at 21:52
DarumDarum
1
You can have a sub query thats a self join and checks for count =1, and them sum in the outer query
– Doug Coats
Nov 16 '18 at 22:04
What isFSfield? There's no such field in your table.
– JohnyL
Nov 17 '18 at 11:02
By the way, your result table is incorrect because it's missing third row.
– JohnyL
Nov 17 '18 at 11:11
add a comment |
0
0
0
I have some claims data from providers with dupes. My dupes are based on combining multiple columns (member_id + provider_id + claimDate + CPT). I would like to summarize the data by State and by CPT and sum the paid amt for unique claims only. Here is the data table and the desired result:
Here is my shot at this:
SELECT
State
,CPT
,SUM(paid)
FROM
Claims
GROUP BY
FS
,CPT;
Unfortunately, this sums all the dupe rows as well. How do I exclude the dupe rows when summarizing by State and by CPT?
Thanks
sql
edited Nov 16 '18 at 23:19
Eric Brandt
3,30011127
asked Nov 16 '18 at 21:52
DarumDarum
1
I have some claims data from providers with dupes. My dupes are based on combining multiple columns (member_id + provider_id + claimDate + CPT). I would like to summarize the data by State and by CPT and sum the paid amt for unique claims only. Here is the data table and the desired result:
Here is my shot at this:
SELECT
State
,CPT
,SUM(paid)
FROM
Claims
GROUP BY
FS
,CPT;
Unfortunately, this sums all the dupe rows as well. How do I exclude the dupe rows when summarizing by State and by CPT?
Thanks
sql
sql
edited Nov 16 '18 at 23:19
Eric Brandt
3,30011127
asked Nov 16 '18 at 21:52
DarumDarum
1
edited Nov 16 '18 at 23:19
Eric Brandt
3,30011127
asked Nov 16 '18 at 21:52
DarumDarum
1
edited Nov 16 '18 at 23:19
Eric Brandt
3,30011127
edited Nov 16 '18 at 23:19
Eric Brandt
3,30011127
edited Nov 16 '18 at 23:19
Eric Brandt
3,30011127
3,30011127
asked Nov 16 '18 at 21:52
DarumDarum
1
asked Nov 16 '18 at 21:52
DarumDarum
1
asked Nov 16 '18 at 21:52
DarumDarum
1
1
You can have a sub query thats a self join and checks for count =1, and them sum in the outer query
– Doug Coats
Nov 16 '18 at 22:04
What isFSfield? There's no such field in your table.
– JohnyL
Nov 17 '18 at 11:02
By the way, your result table is incorrect because it's missing third row.
– JohnyL
Nov 17 '18 at 11:11
add a comment |
You can have a sub query thats a self join and checks for count =1, and them sum in the outer query
– Doug Coats
Nov 16 '18 at 22:04
What isFSfield? There's no such field in your table.
– JohnyL
Nov 17 '18 at 11:02
By the way, your result table is incorrect because it's missing third row.
– JohnyL
Nov 17 '18 at 11:11
You can have a sub query thats a self join and checks for count =1, and them sum in the outer query
– Doug Coats
Nov 16 '18 at 22:04
You can have a sub query thats a self join and checks for count =1, and them sum in the outer query
– Doug Coats
Nov 16 '18 at 22:04
What is
FS field? There's no such field in your table.– JohnyL
Nov 17 '18 at 11:02
What is
FS field? There's no such field in your table.– JohnyL
Nov 17 '18 at 11:02
By the way, your result table is incorrect because it's missing third row.
– JohnyL
Nov 17 '18 at 11:11
By the way, your result table is incorrect because it's missing third row.
– JohnyL
Nov 17 '18 at 11:11
add a comment |
2 Answers
2
active
oldest
votes
1
First deduplicate (Select Distinct), then group over the results from that:
Select State, CPT, sum(paid)
From ( Select Distinct member_id, provider_id, claimdate, State, CPT, paid From Claims)
Group By State, CPT
Note that this will only work if the amounts for the two claims are also the same, otherwise they will be counted as two.
answered Nov 16 '18 at 21:59
GolezTrolGolezTrol
100k10136176
How would I change your from statement if it's joint statement. Here is my From Statement: From ((Claims inner join ClaimDetails ON Claims.ClmID =ClaimDetails.ClmID) left join Rate ON (ClaimDetails.CR = Rate.CR) AND (ClaimDetails.CPT = Rate.CPT)) Left Join Claims2 on ClaimDetails.ClmID = Claims2.ClmID
– Darum
Nov 16 '18 at 22:36
1
You forgot claimdate
– Caius Jard
Nov 16 '18 at 22:51
add a comment |
0
declare @claims table
(
member_id int ,
provider_id varchar(10),
claimDate date,
CPT varchar(10),
[State] char(2),
Paid numeric
);
insert into @claims values
(123, 'abc', '2018-01-01', 'D11', 'NY', 10),
(123, 'abc', '2018-01-01', 'D11', 'NY', 10),
(123, 'abc', '2018-01-02', 'D11', 'NY', 5),
(555, 'xyz', '2018-01-05', '01T', 'NJ', 39),
(555, 'xyz', '2018-01-05', '01T', 'NJ', 39),
(666, 'xyz', '2018-01-05', 'V93', 'NJ', 11);
select [State], CPT, TheSum
from
(
select *,
RowNum = row_number() over (partition by member_id, provider_id, claimDate, CPT
order by member_id),
TheSum = sum(Paid) over (partition by member_id, provider_id, claimDate, CPT
order by member_id)
from @claims
) x
where x.RowNum = 1;
answered Nov 17 '18 at 11:09
JohnyLJohnyL
3,73811025
add a comment |
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2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
oldest
votes
active
oldest
votes
1
First deduplicate (Select Distinct), then group over the results from that:
Select State, CPT, sum(paid)
From ( Select Distinct member_id, provider_id, claimdate, State, CPT, paid From Claims)
Group By State, CPT
Note that this will only work if the amounts for the two claims are also the same, otherwise they will be counted as two.
answered Nov 16 '18 at 21:59
GolezTrolGolezTrol
100k10136176
How would I change your from statement if it's joint statement. Here is my From Statement: From ((Claims inner join ClaimDetails ON Claims.ClmID =ClaimDetails.ClmID) left join Rate ON (ClaimDetails.CR = Rate.CR) AND (ClaimDetails.CPT = Rate.CPT)) Left Join Claims2 on ClaimDetails.ClmID = Claims2.ClmID
– Darum
Nov 16 '18 at 22:36
1
You forgot claimdate
– Caius Jard
Nov 16 '18 at 22:51
add a comment |
1
First deduplicate (Select Distinct), then group over the results from that:
Select State, CPT, sum(paid)
From ( Select Distinct member_id, provider_id, claimdate, State, CPT, paid From Claims)
Group By State, CPT
Note that this will only work if the amounts for the two claims are also the same, otherwise they will be counted as two.
answered Nov 16 '18 at 21:59
GolezTrolGolezTrol
100k10136176
How would I change your from statement if it's joint statement. Here is my From Statement: From ((Claims inner join ClaimDetails ON Claims.ClmID =ClaimDetails.ClmID) left join Rate ON (ClaimDetails.CR = Rate.CR) AND (ClaimDetails.CPT = Rate.CPT)) Left Join Claims2 on ClaimDetails.ClmID = Claims2.ClmID
– Darum
Nov 16 '18 at 22:36
1
You forgot claimdate
– Caius Jard
Nov 16 '18 at 22:51
add a comment |
1
1
1
First deduplicate (Select Distinct), then group over the results from that:
Select State, CPT, sum(paid)
From ( Select Distinct member_id, provider_id, claimdate, State, CPT, paid From Claims)
Group By State, CPT
Note that this will only work if the amounts for the two claims are also the same, otherwise they will be counted as two.
answered Nov 16 '18 at 21:59
GolezTrolGolezTrol
100k10136176
First deduplicate (Select Distinct), then group over the results from that:
Select State, CPT, sum(paid)
From ( Select Distinct member_id, provider_id, claimdate, State, CPT, paid From Claims)
Group By State, CPT
Note that this will only work if the amounts for the two claims are also the same, otherwise they will be counted as two.
answered Nov 16 '18 at 21:59
GolezTrolGolezTrol
100k10136176
edited Nov 17 '18 at 10:04
answered Nov 16 '18 at 21:59
GolezTrolGolezTrol
100k10136176
answered Nov 16 '18 at 21:59
GolezTrolGolezTrol
100k10136176
answered Nov 16 '18 at 21:59
GolezTrolGolezTrol
100k10136176
100k10136176
How would I change your from statement if it's joint statement. Here is my From Statement: From ((Claims inner join ClaimDetails ON Claims.ClmID =ClaimDetails.ClmID) left join Rate ON (ClaimDetails.CR = Rate.CR) AND (ClaimDetails.CPT = Rate.CPT)) Left Join Claims2 on ClaimDetails.ClmID = Claims2.ClmID
– Darum
Nov 16 '18 at 22:36
1
You forgot claimdate
– Caius Jard
Nov 16 '18 at 22:51
add a comment |
How would I change your from statement if it's joint statement. Here is my From Statement: From ((Claims inner join ClaimDetails ON Claims.ClmID =ClaimDetails.ClmID) left join Rate ON (ClaimDetails.CR = Rate.CR) AND (ClaimDetails.CPT = Rate.CPT)) Left Join Claims2 on ClaimDetails.ClmID = Claims2.ClmID
– Darum
Nov 16 '18 at 22:36
1
You forgot claimdate
– Caius Jard
Nov 16 '18 at 22:51
How would I change your from statement if it's joint statement. Here is my From Statement: From ((Claims inner join ClaimDetails ON Claims.ClmID =ClaimDetails.ClmID) left join Rate ON (ClaimDetails.CR = Rate.CR) AND (ClaimDetails.CPT = Rate.CPT)) Left Join Claims2 on ClaimDetails.ClmID = Claims2.ClmID
– Darum
Nov 16 '18 at 22:36
How would I change your from statement if it's joint statement. Here is my From Statement: From ((Claims inner join ClaimDetails ON Claims.ClmID =ClaimDetails.ClmID) left join Rate ON (ClaimDetails.CR = Rate.CR) AND (ClaimDetails.CPT = Rate.CPT)) Left Join Claims2 on ClaimDetails.ClmID = Claims2.ClmID
– Darum
Nov 16 '18 at 22:36
1
1
You forgot claimdate
– Caius Jard
Nov 16 '18 at 22:51
You forgot claimdate
– Caius Jard
Nov 16 '18 at 22:51
add a comment |
0
declare @claims table
(
member_id int ,
provider_id varchar(10),
claimDate date,
CPT varchar(10),
[State] char(2),
Paid numeric
);
insert into @claims values
(123, 'abc', '2018-01-01', 'D11', 'NY', 10),
(123, 'abc', '2018-01-01', 'D11', 'NY', 10),
(123, 'abc', '2018-01-02', 'D11', 'NY', 5),
(555, 'xyz', '2018-01-05', '01T', 'NJ', 39),
(555, 'xyz', '2018-01-05', '01T', 'NJ', 39),
(666, 'xyz', '2018-01-05', 'V93', 'NJ', 11);
select [State], CPT, TheSum
from
(
select *,
RowNum = row_number() over (partition by member_id, provider_id, claimDate, CPT
order by member_id),
TheSum = sum(Paid) over (partition by member_id, provider_id, claimDate, CPT
order by member_id)
from @claims
) x
where x.RowNum = 1;
answered Nov 17 '18 at 11:09
JohnyLJohnyL
3,73811025
add a comment |
0
declare @claims table
(
member_id int ,
provider_id varchar(10),
claimDate date,
CPT varchar(10),
[State] char(2),
Paid numeric
);
insert into @claims values
(123, 'abc', '2018-01-01', 'D11', 'NY', 10),
(123, 'abc', '2018-01-01', 'D11', 'NY', 10),
(123, 'abc', '2018-01-02', 'D11', 'NY', 5),
(555, 'xyz', '2018-01-05', '01T', 'NJ', 39),
(555, 'xyz', '2018-01-05', '01T', 'NJ', 39),
(666, 'xyz', '2018-01-05', 'V93', 'NJ', 11);
select [State], CPT, TheSum
from
(
select *,
RowNum = row_number() over (partition by member_id, provider_id, claimDate, CPT
order by member_id),
TheSum = sum(Paid) over (partition by member_id, provider_id, claimDate, CPT
order by member_id)
from @claims
) x
where x.RowNum = 1;
answered Nov 17 '18 at 11:09
JohnyLJohnyL
3,73811025
add a comment |
0
0
0
declare @claims table
(
member_id int ,
provider_id varchar(10),
claimDate date,
CPT varchar(10),
[State] char(2),
Paid numeric
);
insert into @claims values
(123, 'abc', '2018-01-01', 'D11', 'NY', 10),
(123, 'abc', '2018-01-01', 'D11', 'NY', 10),
(123, 'abc', '2018-01-02', 'D11', 'NY', 5),
(555, 'xyz', '2018-01-05', '01T', 'NJ', 39),
(555, 'xyz', '2018-01-05', '01T', 'NJ', 39),
(666, 'xyz', '2018-01-05', 'V93', 'NJ', 11);
select [State], CPT, TheSum
from
(
select *,
RowNum = row_number() over (partition by member_id, provider_id, claimDate, CPT
order by member_id),
TheSum = sum(Paid) over (partition by member_id, provider_id, claimDate, CPT
order by member_id)
from @claims
) x
where x.RowNum = 1;
answered Nov 17 '18 at 11:09
JohnyLJohnyL
3,73811025
declare @claims table
(
member_id int ,
provider_id varchar(10),
claimDate date,
CPT varchar(10),
[State] char(2),
Paid numeric
);
insert into @claims values
(123, 'abc', '2018-01-01', 'D11', 'NY', 10),
(123, 'abc', '2018-01-01', 'D11', 'NY', 10),
(123, 'abc', '2018-01-02', 'D11', 'NY', 5),
(555, 'xyz', '2018-01-05', '01T', 'NJ', 39),
(555, 'xyz', '2018-01-05', '01T', 'NJ', 39),
(666, 'xyz', '2018-01-05', 'V93', 'NJ', 11);
select [State], CPT, TheSum
from
(
select *,
RowNum = row_number() over (partition by member_id, provider_id, claimDate, CPT
order by member_id),
TheSum = sum(Paid) over (partition by member_id, provider_id, claimDate, CPT
order by member_id)
from @claims
) x
where x.RowNum = 1;
answered Nov 17 '18 at 11:09
JohnyLJohnyL
3,73811025
edited Nov 17 '18 at 11:16
answered Nov 17 '18 at 11:09
JohnyLJohnyL
3,73811025
answered Nov 17 '18 at 11:09
JohnyLJohnyL
3,73811025
answered Nov 17 '18 at 11:09
JohnyLJohnyL
3,73811025
3,73811025
add a comment |
add a comment |
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You can have a sub query thats a self join and checks for count =1, and them sum in the outer query
– Doug Coats
Nov 16 '18 at 22:04
What is
FSfield? There's no such field in your table.– JohnyL
Nov 17 '18 at 11:02
By the way, your result table is incorrect because it's missing third row.
– JohnyL
Nov 17 '18 at 11:11