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Reporting | RascalsDOTcom


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Automate Multiple Sheet Excel Reporting - Python Automation Tutorial | Full Code Walk Through (2019)

Python Automation Tutorial
In this one we'll cover the basics of how to automate your excel reports. I know I did this video previously, but I felt it was time to redo that one. In this one we'll cover pandas, NumPy, and Matplotlib for creating reports from multiple excel spreadsheets.

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#Python #Automation #Excel

Here's the excel workbooks from this video --

Here's the full python beginners course to get you started using python-

Playlists you might consider interesting:
Pandas for beginners

NumPy Course (Free from Udemy)

Hey Everyone! In this video we're covering the basics of how to automate your multiple sheet excel reporting using python. We'll cover the basics of everything you need to get started using pandas, numpy, matplotlib and python to automate Excel.

There's a lot more in depth stuff about automating excel reporting than what is covered in this video, so subscribe to the channel and I'll have the medium and advanced level videos up soon!

Let me know any feedback or any trips you have for automating excel reporting and I'll be sure to feature you (and the tips) in an upcoming video.

Thanks so much for watching and I hope this video helps you automate excel reporting.

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Thanks so much for all the support! It's crazy that this topic catapulted my channel about a year ago and now I get to type this (and make an improved version) a year later. Thanks so much for supporting me. This one feels surreal. I appreciate you all so much!
5100+ subscribers and climbing. Thank you all.

Full code from the video:

import pandas as pd
import numpy as np
import matplotlib.pyplot as plt

excel_file_1 = 'shift-data.xlsx'
excel_file_2 = 'third-shift-data.xlsx'

df_first_shift = pd.read_excel(excel_file_1, sheet_name='first')
df_second_shift = pd.read_excel(excel_file_1, sheet_name='second')
df_third_shift = pd.read_excel(excel_file_2)


df_all = pd.concat([df_first_shift, df_second_shift, df_third_shift])

pivot = df_all.groupby(['Shift']).mean()
shift_productivity = pivot.loc[:,Production Run Time (Min):Products Produced (Units)]




Packages (& Versions) used in this video:

Python 3.7
NumPy 1.17
Pandas 0.15.0

Mac OS operating system

Code from this tutorial and all my others can be found on my GitHub:

Check out my website:

If you liked the video - please hit the like button. It means more than you know. Thanks for watching and thank you for all your support!!

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Adobe CC -
Premiere Pro for video editing
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After Effects for animations

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Yes & always working on more!

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I get all my music from the copyright free Youtube audio library

Let me know if there's anything else you want answered!


Always looking for suggestions on what video to make next -- leave me a comment with your project! Happy Coding!

financial reporting 101, understanding financial reporting basics and fundamentals

financial reporting 101, understanding financial reporting basics and fundamentals. Financial reporting is a vital part of corporate governance. In this lesson, you'll learn what financial reporting is, its primary components, its purpose, and be provided with some examples. Financial Reporting Defined: Financial reporting involves the disclosure of financial information to management and the public (if the company is publicly traded) about how the company is performing over a specific period of time.

Financial reports are usually issued on a quarterly and annual basis. This is different from management reporting, which is financial information that is disclosed to those inside the company to be used to make decisions within the company. Financial reports are included in a public company's annual report.

Financial reporting serves two primary purposes. First, it helps management to engage in effective decision-making concerning the company's objectives and overall strategies. The data disclosed in the reports can help management discern the strengths and weaknesses of the company, as well as its overall financial health.

Second, financial reporting provides vital information about the financial health and activities of the company to its stakeholders including its shareholders, potential investors, consumers, and government regulators. It's a means of ensuring that the company is being run appropriately. You should note that if a company is publicly traded, it is subject to some very strict reporting regulations enforced by the Securities and Exchange Commission (SEC).

Financial Statements and Analysis Let's take a look at the primary financial statements used in financial reporting and what each will tell you about the company.

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Reporting and Dashboard Fundamentals

Learn different strategies for shining light on the work your team has in-flight. Cut down on status reports and drive improved decision making.

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Incident Investigation Reporting

This video shows a simple incident investigation and demonstrates the Employer Incident Investigation Report (EIIR) documentation and submission process.

News Reporting कैसें करें ? how to do TV Reporting | by Journalism Sikhe

न्यूज रिपोर्टीग‌ ( News Reporting ) करना हर किसी का शौक होता हैं, खासकर टीवी न्यूज‌ के लिए। लेकिन शुरूआत में नए पत्रकारों को कई समस्याओं का सामना करना पड़ता हैं। उनके मन में कई सवाल होते हैं। जैसें - न्यूज रिपोर्टींग कैसें करें‌‌ ( ‌How to do News Reporting ) न्यूज रिपोर्टींग करते वक्त किन-किन बातों का ध्यान रखे ? अजनबी लोगों से बात कैसें‌‌‌ करें?
इन सभी सवालों का जवाब इस वीडियों‌‌ दिया गया हैं।
By Journalism Sikhe

News Reporting Video Links -
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Video - 2 :

~ पत्रकारिता सिखाने वाली हिन्दी में किताबें :


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~ पत्रकार/रिपोर्टर/न्यूज-एंकर कैसे बनें? How to become a journalist in India?
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~ पत्रकारिता कितने प्रकार का होता हैं ? Types of Journalism in Hindi
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पत्रकारिता में करियर बनाने वाले हिन्दी भाषा के विद्यार्थीयो को समर्पित यह एकमात्र यूट्यूब चैनल हैं। आपको यहां पर पत्रकारिता सीखाने वाले नये-नये वीडियो मिलते रहेगे। आप बस Journalism Sikhe चैनल को सहयोग करने के लिए वीडियो को पसन्द(Like) व साझा(Share) करे। साथ ही चैनल की सदस्यता ( Subscribe) लेना ना भूले।

#JournalismSikhe #NewsReporter #Reporting

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Analytics vs Reporting: How to make Data-driven Business Decisions

What's the difference between Pivotal Analytics and regular reports? Learn how Pivotal Analytics can change how you see your business.

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Advanced Pivot table tricks for Reporting and Analysis

Learn 6 advanced pivot table tips and tricks for Microsoft Excel, specially if you are involved in financial reporting and analysis.

Download the Excel file here:

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Microsoft Excel pivot tables are a great tool for simplifying data analysis and reporting. It pays off to learn these advanced pivot table tips and tricks as it can save you hours in time, and also increases your accuracy. The advanced pivot table tips and tricks are a musk know for everyone involved in analyzing data or creating and presenting reports.

If you would like to learn in detail, how to calculate sales variances and the impact they have on sales $, profit $ and profit margin %, and how to explain performance vs budget and prior periods, click on the link for a detailed video course (at a special price). You will also learn how to analyse and present the results of the variances to management and will be able to download solved variance calculation Excel templates.

Apply custom filter using Grouping
Grouping to create Data Range or buckets
Grouping Dates using Pivot tables
Creating Pivot table calculated fields
Combining and analyzing two reports in different formats
Pivot table slicers and slicer connections

We will start with the powerful grouping function available with the pivot tables. We will look at different examples of grouping, including custom grouping when you want to create a new group that is not available in the source data. After creating custom grouping, you will be able analyze data at the new group level which is extremely useful.


We will then look at creating data bands or data range groups, which helps with analyzing data by putting them in various buckets or range of values. this is a great way to analyze data (including creating a Histogram), and gives you a much deeper insight into the data.

We will also look at grouping dates in a pivot table. And then we will look at how calculated fields can be added to a pivot table further enhancing our ability to analyze and report information. The calculated fields work with the new new groups that we have created as well, hence making it a great and powerful tool for data analysis.

We will then look at a trick that I learnt early in my career to combine to sources of data which are formatted differently but have some information in common, and can be analyzed together. An example is we have separate data set for actual results and budget, and we want to compare actual results with budget side by side, but since the reports are in different format, we are not able to compare them. Using the trick I share in the video, you will learn how with a small tweak of data you can analyze actual results vs budget even though the source data is different in format.

And finally we will look at pivot table slicers which are a great tool for filtering data and connecting multiple pivot tables together. Most of the Excel dashboards are created using the Slicers.

I hope you find the information and tips and tricks provided in the video useful and it helps you analyze data better, faster and more accurately.

Dont forget to hit thumbs up and subscribe to Learn Accounting Finance.

Reporting with

Manage reporting like never before with! Dan shows you how to use dashboard, board views and more to create dynamic reports for you and your team.

00:20 - Dashboards
00:50 - Creating a dashboard
01:25 - Reporting on individual projects
01:45 - Board views
02:36 - Search everything

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Sustainability reporting with the GRI Standards

For more information, visit:

What is sustainability reporting and how does the practice benefit organizations and stakeholders?  This animation answers these questions and more. Share it within your network, and help GRI promote sustainable decision making.



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