filmov
tv
Fuzzy Matching: Matching Inconsistent Phone Numbers in Power Query
Показать описание
Excel Putting it All Together:
This video digs into the new Fuzzy Match options in Power Query. In a previous video we looked at names. Here, we look at phone numbers and how Fuzzy Matching attempts to match inconsistent phone numbers. Example:
1 (717) 338-2741
717-388-2741
717.388.2741
7173882741
These are all legitimate variations on the same phone number. Without fuzzy matching in Excel or Power Query, to match these we'd have to clean them up and get them consistent before attempting a merge, join or match.
Power Query's fuzzy matching does a good job but it takes some fiddling with the threshold percentage. But there's a warning! Fuzzy matching is based on percentages and likelihood. It can get a lot right and it can get a lot wrong. BE CAREFUL!
#LeftOuterJoin
#FuzzyMatching
#FuzzyMerges
For an intro to Get & Transform (Power Query) try my Lynda/LinkedIn course:
My book: Guerrilla Data Analysis 2nd Edition
This video digs into the new Fuzzy Match options in Power Query. In a previous video we looked at names. Here, we look at phone numbers and how Fuzzy Matching attempts to match inconsistent phone numbers. Example:
1 (717) 338-2741
717-388-2741
717.388.2741
7173882741
These are all legitimate variations on the same phone number. Without fuzzy matching in Excel or Power Query, to match these we'd have to clean them up and get them consistent before attempting a merge, join or match.
Power Query's fuzzy matching does a good job but it takes some fiddling with the threshold percentage. But there's a warning! Fuzzy matching is based on percentages and likelihood. It can get a lot right and it can get a lot wrong. BE CAREFUL!
#LeftOuterJoin
#FuzzyMatching
#FuzzyMerges
For an intro to Get & Transform (Power Query) try my Lynda/LinkedIn course:
My book: Guerrilla Data Analysis 2nd Edition
0:06:06
Fuzzy Matching: Matching Inconsistent Phone Numbers in Power Query
0:23:31
Excel - Match Closest Partial, Misspelled Text Value - Fuzzy Match Lookup in Power Query
0:01:42
What is Fuzzy Matching?
0:03:41
Fuzzy Lookup in Excel for matching inconsistently spelled names
0:00:15
Topic Clustering with Goodlookup for Google Sheets (Fuzzy Matching)
0:05:47
FUZZY Matching Key/Segment
0:08:37
Partial Match in Excel's Power Query - Fuzzy Match EXPLAINED
0:00:30
goodlookup for google sheets - fuzzy matching part names / part categories
1:12:24
Kaggle Live Coding: Fuzzy Matching for Spelling Erros | Kaggle
0:31:48
Complete Guide to Fuzzy Matching - Methods, Limitations & SEO Use cases
0:10:10
Interzoid AI-Powered Fuzzy Matching Online Wizard - Matching and Cleansing a CSV File via Browser.
0:01:20
Fuzzy Match and Normalize Company Names with MatchKraft and Excel
0:01:31
Fuzzy Match and Normalize Company Names with MatchKraft and Excel
0:12:55
Excel - Clean Messy Data using Fuzzy Match - Power Query
0:09:34
Fuzzy VLOOKUP to match player names from different websites for daily fantasy data models
0:00:48
goodlookup for google sheets - fuzzy matching employee names / nick names
0:02:50
Solve your company name matching problem
0:18:03
Clean up similar text in Excel with Power Query fuzzy clustering
0:07:16
Dealing with Typos or Misspellings in Pandas Dataframes by applying Fuzzy Search / Fuzzy Logic
0:11:34
The Ultimate Fuzzy Data Matching Guide - Definitions, Methods & Cost Benefits
0:02:55
How To Use Google Sheet For Fuzzy Matching
0:40:01
Google Colab Tutorial - Fuzzy Match Lookup with Google Sheets Data Using Python Fuzzy Pandas
0:02:03
Optimize Your Python Code for Fuzzy Matching with Large Databases
0:05:40
VLOOKUP Hack #9: Partial Match
Комментарии