I've tried to be very clear about what is being done and what has been tried, it's not a simple question so thankyou to anyone who is up for the challenge to help me tackle this problem!
I'm trying to count data across collumns and rows.
Here's the scenario:
The organisation I'm working with is a non-profit and wants to analyse their data. They can't do this from within their CRM system, so have to download it into Excel and then transform and analyse the data as follows.
At the moment, a full activities report from their CRM of ALL activities between two dates is downloaded. (For an idea of scale, this is about 5,000 rows and 90 collumns) (I've included a screenshot of the sample data for Outcome 1 below).
They are trying to then count the instances when certain Outcomes (there are about 50 Outcomes) are acheived. They need to count the number of activities (rows) AND the number of beneficiaries (unique values in one of the collumns) who have acheived that outcome.
For example: Outcome 1 is acheived when: Advice Given = Benefits OR Referred to = (Benefits OR housing support) OR Appointment attended = (GP OR Housing Support)
At the moment, the raw data is transformed by:
As you may be able to guess, for all 50 Outcomes (each one looks across 3 collums) this took a long time to build and, with all the collumns, it's really tricky to navigate. If anything changes in the raw data (e.g. a new collumn is added) it takes ages to re-structure the collumns to do that. The have asked me to look if I can do a process to make this more automated.
Solutions tried:
Attached is a sample of the raw data how it appears in Excel (bear in mind I've only included data for one Outcome out of the 50!)
| Activity Name | Date | Beneficiary Name | Advice Given | Referred to | Appointment Attended |
| Beneficiary meeting | 03/01/2020 | Jane Smith | Benefits, Housing support, GP | Benefits, Housing support, GP | |
| Beneficiary meeting | 04/01/2020 | Shamyla Aslam | Benefits, GP | ||
| Beneficiary meeting | 06/02/2020 | Jane Smith | Housing Support | Housing support | |
| Beneficiary meeting | 04/03/2020 | Shamyla Aslam | Benefits, Housing support, GP | ||
| Beneficiary meeting | 05/05/2020 | Jane Smith | Benefits, Housing support, GP | Benefits |
Here;s the criteria required for one of the outcomes:
| Outcome achieved when: | |
| Field | Field includes: |
| Advice Given | Benefits |
| Referred to | Benefits, Housing Support |
| Appointment Attended | GP, Housing Support |
| Required to Count | |
| Number of beneficiaries who have achieved the outcome (unique count) | |
| Number of activities where the outcome was achieved |
If you've got this far, thankyou **SO MUCH** for taking a look and I hope you enjoy the challenge of helping me to find alternative solutions!
Chloe
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I've tried to be very clear about what is being done and what has been tried, it's not a simple question so thankyou to anyone who is up for the challenge to help me tackle this problem!
I'm trying to count data across collumns and rows.
Here's the scenario:
The organisation I'm working with is a non-profit and wants to analyse their data. They can't do this from within their CRM system, so have to download it into Excel and then transform and analyse the data as follows.
At the moment, a full activities report from their CRM of ALL activities between two dates is downloaded. (For an idea of scale, this is about 5,000 rows and 90 collumns) (I've included a screenshot of the sample data for Outcome 1 below).
They are trying to then count the instances when certain Outcomes (there are about 50 Outcomes) are acheived. They need to count the number of activities (rows) AND the number of beneficiaries (unique values in one of the collumns) who have acheived that outcome.
For example: Outcome 1 is acheived when: Advice Given = Benefits OR Referred to = (Benefits OR housing support) OR Appointment attended = (GP OR Housing Support)
At the moment, the raw data is transformed by:
As you may be able to guess, for all 50 Outcomes (each one looks across 3 collums) this took a long time to build and, with all the collumns, it's really tricky to navigate. If anything changes in the raw data (e.g. a new collumn is added) it takes ages to re-structure the collumns to do that. The have asked me to look if I can do a process to make this more automated.
Solutions tried:
Attached is a sample of the raw data how it appears in Excel (bear in mind I've only included data for one Outcome out of the 50!)
| Activity Name | Date | Beneficiary Name | Advice Given | Referred to | Appointment Attended |
| Beneficiary meeting | 03/01/2020 | Jane Smith | Benefits, Housing support, GP | Benefits, Housing support, GP | |
| Beneficiary meeting | 04/01/2020 | Shamyla Aslam | Benefits, GP | ||
| Beneficiary meeting | 06/02/2020 | Jane Smith | Housing Support | Housing support | |
| Beneficiary meeting | 04/03/2020 | Shamyla Aslam | Benefits, Housing support, GP | ||
| Beneficiary meeting | 05/05/2020 | Jane Smith | Benefits, Housing support, GP | Benefits |
Here;s the criteria required for one of the outcomes:
| Outcome achieved when: | |
| Field | Field includes: |
| Advice Given | Benefits |
| Referred to | Benefits, Housing Support |
| Appointment Attended | GP, Housing Support |
| Required to Count | |
| Number of beneficiaries who have achieved the outcome (unique count) | |
| Number of activities where the outcome was achieved |
If you've got this far, thankyou **SO MUCH** for taking a look and I hope you enjoy the challenge of helping me to find alternative solutions!
Chloe
"},"Conversation:conversation:1955782":{"__typename":"Conversation","id":"conversation:1955782","solved":false,"topic":{"__ref":"ForumTopicMessage:message:1955782"},"lastPostingActivityTime":"2020-12-05T06:00:34.561-08:00","lastPostTime":"2020-12-05T06:00:34.561-08:00","unreadReplyCount":5,"isSubscribed":false},"ModerationData:moderation_data:1955782":{"__typename":"ModerationData","id":"moderation_data:1955782","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"Revision:revision:1955782_1":{"__typename":"Revision","id":"revision:1955782_1","lastEditTime":"2020-12-04T04:04:12.686-08:00"},"ForumReplyMessage:message:1958608":{"__typename":"ForumReplyMessage","id":"message:1958608","conversation":{"__ref":"Conversation:conversation:1955782"},"author":{"__ref":"User:user:567527"},"revisionNum":1,"uid":1958608,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Forum:board:ExcelGeneral"},"subject":"Re: 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