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The Deming Plan-Do-Check-Act cycle is the model used in Lean circles to talk about continual improvement. Expressed a different way, the cycle means: “plan, perform, monitor, and improve”. When we “check” after acting, or “monitor” after “performing,” we are using the past to predict and potentially modify events of the future. We are increasingly able to track project metrics. With the exponential growth of technology, use of more apps, and the advent of “big data”, data analytics is becoming more accessible and more important than ever. Using Data Analytics to Drive Value and Improvementīy Betty Lynn Senes, Project Director, Sundt ConstructionĪs an industry, we need to improve. We need to provide better value for our clients. We do not hit schedule or budget targets as reliably as we think. A study from FMI and Autodesk, “Trust Matters: The High Cost of Low Trust” recently reported that “In the US alone, according to FMI, the cost of missed schedules is estimated to be $20 billion per year, excluding single-family construction projects.” Another study, “The Business Case for Lean”, from LCI/Dodge/McGraw Hill", indicates that 61% of “Typical Projects” complete behind schedule and 49% of “Typical Projects” complete over budget. Poor productivity, inefficient communication, or unplanned events or obstacles are just a few reasons for this. Embracing Lean philosophy and practices are shown to make a substantial difference, in comparison. The authors of “Business Case for Lean” article found that only 21% of projects with intense Lean practices completed behind schedule, and only 17% over budget.
#FMINER MATCH PORTION OF HTML TAG CODE#
Stay connected as I am going to post more code templates that will make your web scraping life easy and manipulate data on fly.March, 2021 - LEAN IN DESIGN-BUILD SERIES '''Strip HTML will remove all html tags of a column in data table.ĬolNew = ''Ĭleantext = re.sub(cleanr,'', row) Below is the code of template for stripping html: I have created one template which I use to remove HTML code that comes while scraping badly organized HTML pages. Templates are stored at following path so you can create your own template with customized code. In many web scraping projects I found this template code very handy for cleaning data and making life easy. Step 4: Now you can see the code of that template, now you can click on execute icon and script will start running, based on number of records it will take time to finish execution.
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Step 3: Now the window will appear for configuration that will ask you to choose the table and column under that table on which you want to execute the code.
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Step 2: One popup will appear, you need to click on “Templates” icon and choose the template you want to execute and then click on Ok. Step 1: Click on second icon from right that says “Run Code” under the Data section Below are the steps how you can execute template python code on scraped data. This template comes with Fminer and few other template like “merge_tables_with_same_columns”. Remove the blank of data in the head and the tail.ĬolName = '' '''Strip all data of a column in data table Assume if you get white space in scraped data then you can easily trim this left and right spaces by just executing “strip_column” template, see the code of that template below. While Run Code Templates are the saved python code snippets that you can run on the data tables after scraping completes. The Run Code Action you can use inside the data scraping flow and python code get executed when scraper start running. In this post I am going to introduce one of the interesting feature of fminer which is Run Code Template that is recently added to Fminer, this feature is similar to “Fminer Run Code” action but it’s different in a way you can use it. Run Code Template – New Feature Added to Fminer Web Scraping Toolįminer is one of the powerful web scraping software, I already given brief of all the Fminer features in previous post.