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Lookup Field Issues



 
 
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  #11  
Old January 14th, 2010, 07:33 PM posted to microsoft.public.access.tablesdbdesign
John W. Vinson
external usenet poster
 
Posts: 18,261
Default Lookup Field Issues

On Thu, 14 Jan 2010 09:39:22 -0800 (PST), esn wrote:

I'm not trying to insult anyone who's trying to help me, but I don't
feel like anyone but Gina is actually making any effort to help. Any
post that mentions "data entry" or "forms" is ignoring my situation.


Ok, I'm really confused now. In your original post you say, to quote:

It works properly when entering
data, meaning it won't let the enterer remove the focus from the field
if the text they've entered isn't in the list. But for some reason it
will allow text values to be pasted into the field even if they aren't
in the list.

So it would seem that you ARE doing data entry - by copying and pasting -
directly into a table.

Tables aren't designed for data entry; lookup fields aren't designed to do
what you're asking them to do.

No one here has actually suggested an alternative to my methods that
would work given my circumstances, unless they are really implying
that I should re-renter 3 years worth of data from 3 different
projects using forms.


Certainly not. A form is just a tool, a window to enable manual interaction
with the data.

Maybe I'm confused on the use of forms for
importing preexisting data and that's my issue. Would it even be
possible to use forms to do what I'm trying to do? Meaning import
data from various files in various formats?


Importing should probably be done using File... Get External Data... Link to
link to the external file, and then running an Append query to migrate the
data into your table. If you have Lookup Fields in your table, then the table
in fact contains a numeric ID, not the text; if you do not have that numeric
value in the external file that you're attempting to import, your task becomes
more complex - you'll need to join to the lookup table to ascertain the
numeric value, if it exists, and (perhaps) to create new records in the lookup
table if the incoming data does not match any existing record.

As for commenting on my
"end-users" etc., I know them (and my situation) a lot better than you
do. It's not possible for them to do their jobs without writing
queries and it wouldn't be possible for me to write every possible
query they might need for them. I'm working in a completely different
field than most of the people who use Access, and juggling several
different databases from several different projects. Making them as
intuitive as possible is indeed high on my list of priorities, which
is why I'm using a lookup field in the first place. The databases
I've designed for my own use don't have a single lookup field, but my
boss thinks they're the bees knees and doesn't want to stare at a
bunch of foreign keys that don't mean anything to her. You can take
it up with her if you think that makes her an idiot.


On the contrary, I think she's perfectly right to want to see the human
meaningful data. That doesn't mean that she should be routinely using *TABLES*
to interact with the data. They're simply not the right tool to do so! Table
datasheets (even with lookup fields and subdatasheets) are very limited in
functionality. If you choose to sacrifice the functionality of forms, then you
are stuck with the limited capabilities of table datasheets.

For now I need a
way to import preexisting data and data from other sources that will
ensure that it complies with the data integrity rules I've set up.
Using a lookup field is the simplest way I know of to do that. I
could also import the data into new tables and use subselect queries
to compare the values in the imported table to the allowable ones, but
that leaves me with no simple way of correcting the errors, and I
still need to copy and paste or append the data to the existing table
when it's corrected. What advantages would that really have in my
situation? And how could that possibly be more intuitive?


You'll need to explain how your current situation is better. Obviously it
isn't, because it lets you append garbage data. If you have garbage data in
your input files, then - at some point - you MUST do the comparison to
allowable entries; this can be automated to a great extent, but there'll still
be cases where the computer CANNOT ascertain the correct value, and a human
interaction will be needed.


I'm here looking for help with MY SITUATION, not to be your soapbox.
I don't need a lecture but a couple suggestions would be nice. And
don't worry, when all the data is finally brought together and I know
it's accurate, I'll work on convincing my boss to let me convert that
lookup to a simple foreign key, and the comboboxes I have in my forms
will do their job. Getting to that point is my issue.


If you could explain a bit more about the nature of the data you're importing
(you have not yet done so), the nature of the tables into which you're
importing (you have not yet done so), the nature of the mismatches (we don't
know that either), we'll be glad to do so.

I apologize of the didactic tone of my previous posts... but given your
intense tone in the message to which I'm replying, I'll wait a bit to
apologize for this one. I'd like to be able to help, but I really do need to
understand the question first.
--

John W. Vinson [MVP]
  #12  
Old January 14th, 2010, 08:31 PM posted to microsoft.public.access.tablesdbdesign
BruceM via AccessMonster.com
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Posts: 448
Default Lookup Field Issues

If you are adverse to soapboxes that blog posting was not a good way to
advance that preference.

People are in fact trying to help by advising you of the pitfalls of lookup
fields in tables. I can find a posting on any point of view I wish to
advance, but the fact of its being on the internet does not impart automatic
credibility.

Imported data either complies with your data rules or it does not. Lookup
fields in tables are not going to change that. Without knowing anything
about your data it is difficult to be specific about what may help with the
irregular data you need to import. BTW, I want to make it clear that the
lookup fields to which many people are adverse are the ones that show up in
the table as combo boxes. There is at least a chance we are not all talking
about the same thing.

You seem to have some misunderstanding about using forms to import data.
Forms are interfaces that may contain code for importing data, but they do
not actually contain any data, any more than windows contain what you see
through them. You can use File Get External Data Import, and import
data from any number of formats, including spreadsheets. You can code that
into a form, but in the end you are importing into a table, or displaying in
a query.

Your boss, and the "Novice User" in the blog, indicate they to not want to
"stare at a bunch of foreign keys." It is bewildering that the person
writing the blog makes reference to the Novice User's comment that "users
don’t want to have to look up the CompanyID to enter a new customer! It’s
just easier to put all the company information in the customers table." That
is absurd, and indicates the author has little understanding of the issue.
Of course the Company information is all in one Company table. That's what a
table is for: to store data about a specific entity. CompanyID is one such
datum. Anyhow, how could somebody look up a CompanyID for a new company that
doesn't have a CompanyID yet?

Neither my users nor I want to look at meaningless numeric key fields, so we
don't. I create combo boxes with (typically) a two-column Row Source: the
ID field, and a text description. The first column is hidden, but it is the
bound column. I don't need a Lookup field in a table to achieve that result.
In fact, they may be a hindrance. At best they do no harm. If I am looking
up companies to insert a company into a record, the combo box displays the
company name, but stores the hidden, unchanging ID field. If I am going to
use an ID field I want it where I can keep track of it, not have it hidden in
a lookup field. I as the developer am the only one who sees that numeric ID
field. From the end-user's point of view there is no difference in the
form's interface if you use a lookup field or a standard combo box. For you
as the developer, the lookup field is hidden from view, so you must remember
it is there when you run across the almost inevitable anomalies that will
result from its use.

As for building queries, it should be possible for users to enter the query
fields and/or criteria from a user interface that does not require them to
work directly with the query design grid. If inexperienced users have that
kind of access to the data they are very likely to cause problems at some
point. The details depend on the situation. Regarding the claim that you
are in a diferent field than most Access users, I submit to you that most
Access users are in a different field than other Access users. I don't think
there is a "most". I build specialized applications in a niche industry, but
design principles are universal. They can apply in your situation, too.

esn wrote:
I'm not trying to insult anyone who's trying to help me, but I don't
feel like anyone but Gina is actually making any effort to help. Any
post that mentions "data entry" or "forms" is ignoring my situation.
No one here has actually suggested an alternative to my methods that
would work given my circumstances, unless they are really implying
that I should re-renter 3 years worth of data from 3 different
projects using forms. Maybe I'm confused on the use of forms for
importing preexisting data and that's my issue. Would it even be
possible to use forms to do what I'm trying to do? Meaning import
data from various files in various formats? As for commenting on my
"end-users" etc., I know them (and my situation) a lot better than you
do. It's not possible for them to do their jobs without writing
queries and it wouldn't be possible for me to write every possible
query they might need for them. I'm working in a completely different
field than most of the people who use Access, and juggling several
different databases from several different projects. Making them as
intuitive as possible is indeed high on my list of priorities, which
is why I'm using a lookup field in the first place. The databases
I've designed for my own use don't have a single lookup field, but my
boss thinks they're the bees knees and doesn't want to stare at a
bunch of foreign keys that don't mean anything to her. You can take
it up with her if you think that makes her an idiot. For now I need a
way to import preexisting data and data from other sources that will
ensure that it complies with the data integrity rules I've set up.
Using a lookup field is the simplest way I know of to do that. I
could also import the data into new tables and use subselect queries
to compare the values in the imported table to the allowable ones, but
that leaves me with no simple way of correcting the errors, and I
still need to copy and paste or append the data to the existing table
when it's corrected. What advantages would that really have in my
situation? And how could that possibly be more intuitive?

I'm here looking for help with MY SITUATION, not to be your soapbox.
I don't need a lecture but a couple suggestions would be nice. And
don't worry, when all the data is finally brought together and I know
it's accurate, I'll work on convincing my boss to let me convert that
lookup to a simple foreign key, and the comboboxes I have in my forms
will do their job. Getting to that point is my issue.


--
Message posted via AccessMonster.com
http://www.accessmonster.com/Uwe/For...esign/201001/1

  #13  
Old January 14th, 2010, 08:41 PM posted to microsoft.public.access.tablesdbdesign
esn
external usenet poster
 
Posts: 34
Default Lookup Field Issues

Didn't intend the "intense tone" mentioned, just frustrated with the
slew of responses recommending a combo box on a form, which clearly is
not a solution to my particular problem. You guys know a lot more
about this stuff than I do and I'm not trying to claim otherwise, but
that doesn't mean I'm a complete idiot either. Thanks for putting in
a little more effort to understanding the problem.

So it would seem that you ARE doing data entry - by copying and pasting -
directly into a table.


I guess I'm considering the copy and paste process "importing." What
I'm trying to do is import data that has already been entered. If my
terminology there is screwed up I apologize, but I feel like that's
very different objective from "entering." Any time I have referenced
"data entry" I'm referring to punching in the records one by one.

The suggestion about using "File... Get External Data... Link to" hits
closer to the problem, but as I wrote above combining this feature
with an append query results in an message containing the number of
records that were not imported due to violations, with no simnple way
of determining which records those are. If I then want to determine
what needs to be corrected I have to use another query to compare the
external data to the imported data, which will show unmatched records
as results but doesn't allow the corrections to be made within those
results. Therefore I need to go back and find the records in the
source data separately, correct them, and then repeat the append query
with only the unmatched records. This ends up being highly
inefficient given the number of records and errors I'm working with.
I'm importing a few to 10 thousand records at a time and the number of
records with errors is somewhere around ten percent. Some of the
erroneous values are repeated many times in the data, but others only
appear a few times. The errors have little consistency and arise in
various ways. In other words, if I were to list unique incorrect
values there would be at least a few hundred. I don't have the time
or patience to automate all of these corrections in an update query or
use the Replace function a few hundred times to fix the source data.
The chances of my own mistakes creeping into the data at that point
also seem unacceptably high.

What I find to be an easier method is to copy and past the data
directly into the data tables from the source files, either
spreadsheets or existing tables. This way any records that comply
with all of my rules are pasted and those that don't are pasted to a
separate table. I can use this table to make all the corrections I
need by hand, then paste the records from "Paste Errors" into the data
table. This, while clearly looked down upon, ends up being a much
faster and more reliable way to get the records corrected and appended
to the table in my experience. I understand that this is far from an
ideal process, but having a bunch of unorganized data from various
sources is far from an ideal situation.

The purpose of the lookup field in this process I think is obvious.
There are other ways I could work around using a lookup field but as
far as I understand it they would be more complex and not particularly
advantageous. An example would be to paste all of the data to a new
table before correcting it, then relate the values in the Lookup table
to the values in the new table. From there I can find unmatched, but
the "unmatched records" results aren't going to be upadateable, so I
will need to look up the records in the source data independently
based on the results of that query, then correct them. In essence I'm
using the lookup feild as a shortcut for this process, which will
isolate the records with values that don't match and allow me to
correct them immediately without things being overly complex.

The original question, then, is why does this work if the primary key
of the lookup table is an ID field, but not if the primary key is
text? It was suggested to me by someone in a different group that
things would be greatly simplified if I did away with the ID field in
the lookup table, because the corresponding text values are required
and unique already. As I stated above this would make my boss happy.
(I know she shouldn't be messing with the data in tables but you try
telling her that and see where it gets you.) Another consideration is
that some of the data I'm importing comes from older databases with
lookup fields based on a text column in a lookup table. Making that
conversion resulted in a breakdown of my copying and pasting workflow,
because incorrect values were no longer rejected by the field, and no
matter what changes I made nothing seemed to help. And strangely
enough, as I originally posted, the field will not except incorrect
values when they are typed in. The only solution I can find is to
move the primary key in the lookup table back to the "ID" field and
tell my boss to deal with it.

As for providing more info on the data and the tables, I understand it
may be hard to grasp my perspective without more info, but at this
point I've invested too much time in this discussion already. If
you're willing to assume I have a decent grasp of database design (and
I know most people here aren't as soon as "lookup" is mentioned) and
that I'm doing the best I can based on the various objectives and end-
users this database has to serve, then I'd appreciate any insight.
  #14  
Old January 14th, 2010, 08:42 PM posted to microsoft.public.access.tablesdbdesign
BruceM via AccessMonster.com
external usenet poster
 
Posts: 448
Default Lookup Field Issues

Me too, to tell the truth. Most of my databases have at least some users who
use them just a few times a year, so I want the interfaces to be as obvious
as a good shopping web page. Granted, some training is usually necessary,
and I don't always live up to that ideal, but it is my objective.

Keith Wilby wrote:
A good portion of my development time is spent
making the interface as intuitive as is possible. But that's me, and may
not
be the approach others would take.


It certainly *is* the approach that I take and IMO is the *only* approach.


--
Message posted via AccessMonster.com
http://www.accessmonster.com/Uwe/For...esign/201001/1

  #15  
Old January 14th, 2010, 09:23 PM posted to microsoft.public.access.tablesdbdesign
JohnFx
external usenet poster
 
Posts: 1
Default Lookup Field Issues

Minor correction. I never said that I don't use Access much. I said "...don’t
do nearly as much Access development as I once did.."

More specifically, for a period of about 10 years I used it daily as one of
my primary tools. Recently I have been down to only about 5 hours a week
with it. I've been using Access since version 1.0 professionally and have
written countless apps in it and trained dozens of people how to use it over
those years.

I'd also like to know which "real objection" you think I glossed over. I
didn't find any of them to be valid and didn't think I implied otherwise.

BruceM wrote:
If you want to talk about condescending, that blog post beats anything I've
seen in a while. The person writing it admits he doesn't use Access much,
then dismisses every objection to lookup fields as irrelevant without
investigating any of the claims, or by glossing over what he seems to
acknowledge are real objections, or by acknowledging he does not understand
the objection but that it is irrelevant anyhow.

I use Limit To List to restrict allowable values in a combo box on a form.
No validation rule is needed. I regard tables as places to store data, not
as substitute forms. If I need a combo box, I build it on the form, not in
the table. Preexisting data can be a problem, but sometimes there's no
solution but to import it all and fix it, or fix it before importing if that
makes more sense.

It seems I approach database design differently than you do. I typically
build databases in support of the jobs other people need to do. I don't need
to know all the details of their jobs to build a database, and they should
not need to know much about databases to do their jobs. If I am asking low-
level users to build queries or otherwise get under the hood then I am not
doing my job as developer. A good portion of my development time is spent
making the interface as intuitive as is possible. But that's me, and may not
be the approach others would take.

I have to say those are pretty condescending responses. I understand
the value of forms for data entry and that really doesn't address my

[quoted text clipped - 36 lines]
return the primary key to the ID field to get the behavior I'm looking
for. Which means I get to do everyone's work for them.


  #16  
Old January 14th, 2010, 10:56 PM posted to microsoft.public.access.tablesdbdesign
Gina Whipp
external usenet poster
 
Posts: 3,500
Default Lookup Field Issues

Esn,

While I happy for the thanks please understand I dislike look-up fields in
tables as much as the next guy. I just thought since you'd gotten that
information I would offer a way to handle our situation that would eliminate
using a look-up field AND as a by product, give you what you want which is
to Limit the List.

Does that work for you? Because appeneind to a table and making the field
dependent on the newly created table you get what you want with no retyping
or re-entering AND if you have an import routine set up on a form you can
actually append any new values to that table with no one the wiser.

--
Gina Whipp
2010 Microsoft MVP (Access)

"I feel I have been denied critical, need to know, information!" - Tremors
II

http://www.regina-whipp.com/index_files/TipList.htm

"esn" wrote in message
...
I'm not trying to insult anyone who's trying to help me, but I don't
feel like anyone but Gina is actually making any effort to help. Any
post that mentions "data entry" or "forms" is ignoring my situation.
No one here has actually suggested an alternative to my methods that
would work given my circumstances, unless they are really implying
that I should re-renter 3 years worth of data from 3 different
projects using forms. Maybe I'm confused on the use of forms for
importing preexisting data and that's my issue. Would it even be
possible to use forms to do what I'm trying to do? Meaning import
data from various files in various formats? As for commenting on my
"end-users" etc., I know them (and my situation) a lot better than you
do. It's not possible for them to do their jobs without writing
queries and it wouldn't be possible for me to write every possible
query they might need for them. I'm working in a completely different
field than most of the people who use Access, and juggling several
different databases from several different projects. Making them as
intuitive as possible is indeed high on my list of priorities, which
is why I'm using a lookup field in the first place. The databases
I've designed for my own use don't have a single lookup field, but my
boss thinks they're the bees knees and doesn't want to stare at a
bunch of foreign keys that don't mean anything to her. You can take
it up with her if you think that makes her an idiot. For now I need a
way to import preexisting data and data from other sources that will
ensure that it complies with the data integrity rules I've set up.
Using a lookup field is the simplest way I know of to do that. I
could also import the data into new tables and use subselect queries
to compare the values in the imported table to the allowable ones, but
that leaves me with no simple way of correcting the errors, and I
still need to copy and paste or append the data to the existing table
when it's corrected. What advantages would that really have in my
situation? And how could that possibly be more intuitive?

I'm here looking for help with MY SITUATION, not to be your soapbox.
I don't need a lecture but a couple suggestions would be nice. And
don't worry, when all the data is finally brought together and I know
it's accurate, I'll work on convincing my boss to let me convert that
lookup to a simple foreign key, and the comboboxes I have in my forms
will do their job. Getting to that point is my issue.



  #17  
Old January 15th, 2010, 12:51 AM posted to microsoft.public.access.tablesdbdesign
Piet Linden[_2_]
external usenet poster
 
Posts: 280
Default Lookup Field Issues

FWIW... if the real problem you are dealing with is dirty/imperfect
data, then this is the way I have solved it in the past. Not saying
it's the best way or the only way - only that it worked for me. And
it will do cleaning better and better the more you use it.

The problem I had was that I was trying to summarize cancer treatment
data and people would misspell symptoms and so on. The solution was
to create a bridge table... something like this:

CREATE TABLE SlangTermToMedicalTerm(
SlangTerm TEXT(50) PRIMARY KEY,
MedicalTerm TEXT(50)
)

then at least you can use a simple outer join to identify incorrect
terms and fix them... granted you have lots of variations of
"SlangTerm" per medical term, but as the table grows, your workload
will decrease...

You could use this cross-reference table for updates if you wanted...

Hope I didn't misunderstand the problem...
  #18  
Old January 15th, 2010, 12:58 AM posted to microsoft.public.access.tablesdbdesign
Jeff Boyce
external usenet poster
 
Posts: 8,621
Default Lookup Field Issues

Piet

Are you saying that your users were still entering misspellings and slang
terms, but you used your translation table to handle this? And that it
falls to you to figure out which slang terms and misspellings to connect to
which medical terms?

I may be misunderstanding, but wouldn't it also work to provide a list of
medical terms from which the users would have to choose? It seems to me
that this approach would prevent misspellings ...

Regards

Jeff Boyce
Microsoft Access MVP

--
Disclaimer: This author may have received products and services mentioned
in this post. Mention and/or description of a product or service herein
does not constitute endorsement thereof.

Any code or pseudocode included in this post is offered "as is", with no
guarantee as to suitability.

You can thank the FTC of the USA for making this disclaimer
possible/necessary.

"Piet Linden" wrote in message
...
FWIW... if the real problem you are dealing with is dirty/imperfect
data, then this is the way I have solved it in the past. Not saying
it's the best way or the only way - only that it worked for me. And
it will do cleaning better and better the more you use it.

The problem I had was that I was trying to summarize cancer treatment
data and people would misspell symptoms and so on. The solution was
to create a bridge table... something like this:

CREATE TABLE SlangTermToMedicalTerm(
SlangTerm TEXT(50) PRIMARY KEY,
MedicalTerm TEXT(50)
)

then at least you can use a simple outer join to identify incorrect
terms and fix them... granted you have lots of variations of
"SlangTerm" per medical term, but as the table grows, your workload
will decrease...

You could use this cross-reference table for updates if you wanted...

Hope I didn't misunderstand the problem...



  #19  
Old January 15th, 2010, 03:04 AM posted to microsoft.public.access.tablesdbdesign
John W. Vinson
external usenet poster
 
Posts: 18,261
Default Lookup Field Issues

On Thu, 14 Jan 2010 11:41:38 -0800 (PST), esn wrote:

What I find to be an easier method is to copy and past the data
directly into the data tables from the source files, either
spreadsheets or existing tables. This way any records that comply
with all of my rules are pasted and those that don't are pasted to a
separate table. I can use this table to make all the corrections I
need by hand, then paste the records from "Paste Errors" into the data
table. This, while clearly looked down upon, ends up being a much
faster and more reliable way to get the records corrected and appended
to the table in my experience. I understand that this is far from an
ideal process, but having a bunch of unorganized data from various
sources is far from an ideal situation.


Ok, I'll try to post an example that will do so. It will be a crude and
imperfect example because you have chosen not to post any information about
your tables, so I'll make the following assumptions: your master table
tblMaster has a lookup field MyData, actually containing a Long Integer
foreign key MyDataID; and you have a lookup table tblLookup with a Long
Integer primary key MyDataID and a text field MyData.

You're getting input from an external text file (or spreadsheet, the details
will differ but the principle is the same) named MyFile, with nothing
corresponding to MyDataID but containing a text field MyData. This will mostly
match the records in tblLookup but will have errors.

I'll suggest that you create a new table, tblBadLookup, with an autonumber
primary key and all of the other fields in your import file.

You would use File... Get External Data... Link to link to Myfile.

A query

INSERT INTO tblMaster (MyDataID, fieldname, fieldname, ...)
SELECT tblLookup.MyDataID, MyFile.*
FROM MyFile INNER JOIN tblLookup
ON MyFile.MyData = tblLookup.MyData;

will insert the matching data; a query

INSERT INTO tblBadLookUp (fieldname, fieldname, ...)
SELECT MyFile.*
FROM MyFile LEFT JOIN tblLookup
ON MyFile.MyData = tblLookup.MyData
WHERE tblLookup.MyData IS NULL;

is an "unmatched query" which will find all records in the input file which do
NOT have matching MyData. You can then manually correct the errors in
tblBadLookup and run another append query resembling the first one to insert
them.

Hope this helps!
--

John W. Vinson [MVP]
  #20  
Old January 15th, 2010, 05:35 AM posted to microsoft.public.access.tablesdbdesign
esn
external usenet poster
 
Posts: 34
Default Lookup Field Issues

Thanks for the suggestions

Piet -- you seem to be the only one reading this who has faced the
same issues. Your suggestion is a fantastic one and I wish had done
things that way from the get go. I'm working on the third database
that requires the same sort of error checking process and the same
table would have worked for all three. Next time I end up in a
similar situation I will definitely be creating that cross-reference
table so that I can at least automate the corrections that I've
previously dealt with. I hope someone in the same situation stumbles
across this post some day and avoids some of the headache by following
your advice.

Gina - I think you are trying to help me with creating a list of
allowable values based on data that is already in the database. I
already have the list, so that's not the issue. I need to bounce the
data I'm importing off of the list I already have and track which ones
are rejected so I can correct them.

Jeff - I think you still misunderstand the fact that this data already
exists in some sort of electronic form. Clearly having controls on
what values people can enter during the process of data entry would
avoid this problem altogether, but unfortunately I've inherited a
bunch of files that were entered with little or no restrictions. You
are simply pointing out what someone should have done years ago,
before any of the data was entered, and before I was involved with
this project. I agree completely with what you're saying, but it
doesn't do me much good now. The damage has been done, my job is to
undo it, and re-entering thousands of records isn't really an option.

John - You've hit on exactly what I'm looking to do, but my question
remains this: what is the advantage of doing things that way versus
the method I described? If the only advantage is that I don't need to
have a lookup field in a table that way, then do the disadvantages of
having a lookup field really outweigh all that extra trouble? I guess
that's more of a personal preference question when it comes down to
it, and it's already abundantly clear what most people prefer in this
case. I'll give your method a shot and see how well it works out.

And since everyone seems so curious, the data is wildlife survey data
from three different projects that all have similar but not identical
protocols. More specifically I'm importing vegetation data that
includes a "plant code" field and trying to exclude values that are
incorrect due to a variety of reasons. Some field guides disagree on
the correct scientific name (which is the basis of the code) for a
particular plant for example. People forget exactly what the code is
when writing it down. In previous years the data has been entered
into excel or into poorly designed databases and is therefore full of
typos. Officially recognized names of plants change. All this leads
to the nightmare I'm trying to work out, so that I can actually make
this data consistent and accurate. Therefore I'm comparing every
plant code that I import to a list of plants found in the counties
where the surveys take place. This still isn't really good enough,
since there are still codes that are typos or errors that correspond
to a plant in the list by pure coincidence, but as far as I can tell
it's the best first crack at getting the data looking like it should.
The best first crack, I should say, assuming no one took the time to
design a proper database before the projects began. As so many people
have pointed out, that would really be the best first crack - so maybe
I should stop wasting my time with funky data and start working on a
time machine.

Thanks for your help and suggestions
 




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