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...highly skilled programmer, capable of designing a parser/interpreter that transforms any Latex code into a neat, readable plain text. This isn't merely a straightforward translation task; I require the figures, tables, equations etc extracted in original latex format. Additionally, a key requirement lies in the structure and formatting of tables. The original Latex code structure (including rows, columns, cell alignment etc.) should remain undisturbed during the translation process. The figure and equation renderings ought to be outputted in LaTeX code format, remaining authentic to their original coding. Potential freelancers should ideally have: - Previous experience in similar projects - Excellent understanding of LaTeX and plain text formatting - Proven coding skills...

I need assistance with extracting data from PDF files into Excel. The task involves: 1. Converting PDF to Excel: Use Adobe Pro to convert tabular data from PDFs into Excel. You can use cracked version to do this. 2. Formatting: The existing tables mostly match the required format but will need adjustments a. Remove unnecessary columns and rows and map the right column names. b. Convert hierarchical data to a flat format. There are 200 PDF files (10 of which have been already done but you can verify them as well), each averaging 4-5 pages (many files have 1-2 pages but there are some with more than 20 pages, averaging to around 4-5 pages per pdf) Here is a google doc that contains references of the pdfs and the expected excel format:

...google on text extraction on remote image: The task involves extracting numeric digits using Google's TEXT_DETECTION feature from JPEG images hosted on a cloud server.: - Image URLs are provided in an Excel file (sample attached), with over 200 URLs. - The extracted numeric digits need to be added to the same Excel file in columns next to each corresponding image URL. We require only the digits with a length between 4 to 8 digits. Other text information is not needed. Google Vision API supports offline asynchronous batch image annotation for all features. The Google Vision API supports offline asynchronous batch image annotation for all features.

I'm seeking a professional who can make an Excel page from a word document and then make it auto organize for our department. This job requires an ability to create a code to organize and automatically count values in certain columns. The code should be designed to recognize and count based on column values. Unfortunately, I'm uncertain about which specific columns should be counted; clarification will be needed later. Key skills would be proficiency in Excel, programming, and an eye for design. Experience in data organization and tracking is a must.

I require a good freelancer for a simple data scraping exercise. I require the freelancer to scrape product information from my wishlist on a ecommerce site. The data I require to be place in columns within a spreadsheet is as follows:- Product name Number sold Product price Shipping cost Delivery Time Item specifics Item description Seller name Product Category: jewellery, toys (eBay category) Image Location Link URL's (can be obtained by right clicking on the image's and selecting copy image location) Product Link I require all my products in my wishlist approximately 200 products and all associated product variations placed in a spreadsheet. All product variations should be on seperate lines. More work to follow if the quality of your work is good. Thanks,

I'm seeking an expert in Excel who can help me with three key areas. Tasks include: - Data entry: I have an Excel spreadsheet with around 100-1000 rows and columns that require data input. - Data analysis: Extracting meaningful insights and patterns from the data provided. - Spreadsheet formatting: Ensuring the data is presented in a clear, professional manner which is easy to interpret. Specific functions and formulas required include: - Basic operations like Sum, Average, and Count. - Conditional formatting, to highlight key data points. - Pivot Tables, to present the data in a clear and organized manner. The ideal candidate should have a strong track record in data handling, analysis, and visualization using Excel. Great attention to detail and the ability to stick t...

• Automate the collation of data from two sheets, "Data" and "Report," into one Excel workbook. • Transfer data from specified columns in the "Data" sheet to new columns in the "Report" sheet. • Implement exception handling to address missing values during the data transfer process. • Develop an email notification feature to inform managers about the completion of the collation process. • Add "Data" suffix to transferred column names in the "Report" sheet for differentiation. • Provide a solution to automate the process without manual copying and pasting of VBA code. • Name the final file as "Book of Transfer_[Date of extraction from the portal]". • Automate the proce...

...objectives. * Designing Documents: I want someone who can truly make these documents scream "top-notch". From choosing the right font and color palettes to the use of appropriate icons and imagery, your design skills should reflect in these documents. * Aligning Documents: Proper alignment is crucial to visual balance. You should be comfortable adjusting things like line spacing, margins, and columns according to brand guidelines. For this project, a good understanding and adherence to a given brand guideline/style is essential. Although I'm uncertain about the preferred final document format, you can recommend what would work best based on your expertise. If you relish the challenge of transforming a pdf into a beautiful, brand-compliant document, let...

...a skilled IT developer proficient in C#, MS SQLServer and XAMARIN for my existing app. The successful candidate will be tasked with: - UI/UX enhancements: This includes improving navigation, updating the color scheme and refining user workflows. A keen eye for design and excellent UX skills are crucial. - Adding new features: These should comprise push notifications and the addition of new columns. Experience in these areas is key. - Performance optimization: With these changes, ensuring the app continues to run smoothly is equally important. In summary, the ideal candidate will have strong C#, MS SQLServer and XAMARIN skills, a sharp eye for UI/UX, and experience in incorporating new features and optimizing performance efficiently. There would be multiple level of develop...

Google sheet has 5 columns. From the user interface you have to select 4 choices from left to right via drop-down boxes. Once the choices have been made, which must lead to the selection (if possible) of one or more choices, the final result selected in the fourth column must print in the user interface, the contents of the fourth and fifth columns (the latter is a link) . The interface must have a background color, a text with a provided font, and two small images.

My .csv file needs some serious help. Here’s the deal: - Columns aren't properly aligned - I’m finding incorrect entries in certain columns - There's frustratingly missing data in some cells This mess stands between me and importing the data successfully into my database. If you can efficienty wield the tools of data cleaning and if you excel at attention to detail, this could be the job for you. Skills and Experience: - Proficient in csv files management - Highly skilled in data editing, cleansing and validation Please note, I haven’t determined which software I'll use to import the .csv file. Your input on this area will be valuable! I'm open to MySQL, Oracle or MS SQL Server. Let's make things right!

I need a Programmer who is well-versed in the sidereal time system to create an Excel sheet that provides the planetary positions in Vedic Astrology of Sun, Moon, Mercury, Venus, Mars, Jupiter, Saturn, Rahu, and Ketu. The final deliverable should have the planetary positions presented in degrees, minutes, and seconds format and zodiac placement of plane...requirements The code should input starting time and ending time to get data and then latitude & longitude or city & country and interval of time to get planetary positions like 1min, 5min, 15min, 30min, 1hour, 2hour, 4 hour, 6hour, 12hour, 1day And then the output should generate an excel file forex- through pandas library and excel file should contain Time, Planet, Degree, Zodiac, Retrograde or not columns between the ...

...Allowance, Income Support, or Universal Credit – all are relevant and needed. Ideally, the freelancer for this job should have: - Proven experience in data acquisition/research - Familiarity with the UK benefits system and boiler replacement programs - An ability to succinctly compile comprehensive and accurate data The data should be provided in a Google sheet or CSV format with additional columns in the spreadsheet for names, addresses, and, if available, dates of boiler replacement. Thank you....

...document that I've designed and transforming it into a more polished and professional template for note-taking. Key elements that need to be incorporated into the template include: - Header and footer: While I haven't specified how I want these elements to be designed, creativity in making them appealing yet functional would be greatly appreciated. - Tables and columns: The template should contain well-structured tables and columns to facilitate ease of note-taking. - Styling options: A variety of styling options should be included to make the template visually appealing and user-friendly. -Proper text "behavior": I need for the text to appear in the proper place when it's being entered -Date picker and/or automatic date entry -Age calculation...

I need a freelancer with proficiency in data collection and Excel to handle a minor task for me. The project is straightforward, with only 28 rows of data that need to be collected. I'll need the following information included in each row: - 12 columns of data - Each row will contain Text, Dates, Phone numbers, Links, etc. - Other miscellaneous data related to my project requirements that need to be captured. The ideal candidate for this position is skilled in Excel, organized, and pays great attention to detail. Prior experience in data mining will be a huge plus.

...title="Buy Vol Label") ///////////////////////////////////////////////////////////////////////////////// LINES mov_avg = ma_function(volume, i_length) plot(i_ma_line ? mov_avg : na, style=plot.style_line, linewidth=2, color=(#000000, 0), title="MA Line") ///////////////////////////////////////////////////////////////////////////////// SCALING // Plot high line to scale down the columns scaling_value = mov_avg * i_scaling_factor plot(i_scaling ? scaling_value : na, title="limit", color=(#00ffaa, 100))...

I'm looking for an expert with a keen attention to detail to manually extract particular data from a web page twice per day. The task involves gathering a 2x30 simple chart from the site. This chart consists of two columns - one representing the date and time, and the second representing a series of numbers. Once this data is extracted, it will need to be organized into an Excel spreadsheet and promptly emailed to me following each extraction. Skills and Experience: - Proficiency in data collection and entry - Familiarity with Excel spreadsheets - Exceptional attention to detail - Ability to work without supervision - Punctuality to ensure data sets are sent promptly after extraction. The success of this project relies greatly on accuracy, timeliness, and observance of i...

...am looking for an expert in MS Excel to develop a special MS Excel Macro which can be integrated to MS Excel environment, in order to generate an output file. This tool will allow us to transform a specific Input file into another Output file. • Input: catalog_product_option-YYYY-MM-DD • Output: The 2 files are attached, with a color mapping to recognize the columns in scope. In summary, we need to be capable to issue an export file in a specific format (see attached picture “”): • Specific Orders of the column (Green) • Suppress the duplicated values for some line items, on 3 fields. The macro allows to: • Generate the Output in a separate spreadsheet (which captures only the required fields and re-arrange them) • Optional: Enable t...

...management system that will speed up our workflow. I am a general IT and live video production person who lacks the development knowledge to pick a platform and put the development out to bid. Here is a preview of the development objectives if it helps you decide if this is something you want to talk about. Steps: 1-Generate a table where each file requests exists as a row of data and the columns contain supporting information entered in advance as well as empty fields to be populated later. . 2-User interface to drag submitted files onto a field within each file request which would rename it and file it in a pre-designated folder structure. It would update the record to show the file was submitted. It would update the record each time a replacement file was submitted. 3-S...

I'm in need of a data handling professional. Gig is $36 Max. I have a large excel file that houses data from multiple sources but the columns are misaligned. I want it to be organized to Name, email, city, state, phone number, additional info columns. Your task will be to: - Correctly align the columns - Merge any duplicate records Ideal freelancer would have: - A strong background in Excel - Experience in data cleaning - Proven track record of handling large datasets - A keen eye for detail to spot and fix misalignments

I am in need of a Google Sheets expert that can help me in matching multiple columns using exact match criteria. The primary aim is to integrate data accurately. Ideal skills required for this task are: - In-depth knowledge of Google Sheets. - Experience in data cleaning, manipulation and integration. - Proficiency in managing large datasets. - Good understanding of exact matching techniques. Your main responsibility will be to: - Find exact matches between columns in a Google Sheets spreadsheet. - Deliver an integrated dataset with correctly matched columns. - Ensure data accuracy and integrity post-integration. Movies you to be fast, meticulous, and skilled. You need to have a proven track record in dealing with similar Google Sheets tasks, and be able to deli...

...you will create an optimized cities table and a weather forecast web application using React, TypeScript. Core Requirements: Display Cities in a table: Show all cities in a table format with infinite scroll (use this api to get the city data: ). The table should have columns city name, country, timezone etc. Implement search as you type for this table. Utilize an autocomplete feature to suggest possible locations as users type. Implement filter and sorting for each column Clicking on the city name, should take to to the weather page for this city Right clicking on the city name and opening in the new tab should also open the weather page for the city but in the new

I need a multi-column PDF document to be converted into an Excel table. The layout is moderately complex. Here are some additional details: - **Task**: The primary purpose of this conversion is data entry. As such, the Excel table must be an accurate representation of the information in the PDF. - **Layout**: The PDF contains multiple columns of text which need to be correctly mapped to the appropriate cells in the Excel spreadsheet. - **Verification**: After the conversion, manual review and correction are required to ensure that the data has been accurately transcribed. Ideal skills and competencies for this project include: - **Strong attention to detail**: Given the manual verification needed, an eye for detail is crucial. - **Excel proficiency**: A good understanding of Exce...

I have a very simple three js project in a website that I want to be worked on. I will supply a google sheet with 8 co-ordinates per shape, the co-ordinates are given as (X,Y,Z) The first co ordinate is made up of 3 columns named (1X), (1Y) and (1Z) they have a number in the column for shape 1 you must use those 3 numbers to generate the first co-ordinate. Then repeat for (2X), (2Y) AND (2Z) up to the final cordinate (8X), (8Y) and (8Z). Each shape is given along the same row in the google sheet, and has a hexcode colour. The shape should be filled with the hexcode colour in the hexcode colour column. If new rows are added to the google sheet the three js project should add more shapes to the display.

I have a very simple three js project in a website that I want to be worked on. I will supply a google sheet with 8 co-ordinates per shape, the co-ordinates are given as (X,Y,Z) The first co ordinate is made up of 3 columns named (1X), (1Y) and (1Z) they have a number in the column for shape 1 you must use those 3 numbers to generate the first co-ordinate. Then repeat for (2X), (2Y) AND (2Z) up to the final cordinate (8X), (8Y) and (8Z). Each shape is given along the same row in the google sheet, and has a hexcode colour. The shape should be filled with the hexcode colour in the hexcode colour column. If new rows are added to the google sheet the three js project should add more shapes to the display.

I want to create a form using google forms where: - the answers are exported into google sheets (this is done by default), each answer in...form using google forms where: - the answers are exported into google sheets (this is done by default), each answer in a row. - the answers are exported into google sheets, but I want each answer in a new tab, and in a column (instead of in a row). The tab will have one column with the questions, one column with the answers, and one columns where I will make comments. - the answers are exported into google docs, in a chart. (for instance a chart with 3 columns, where the 1st column are the questions, the second the answers, and the third is empty and I will write comments once the answers are there.) Each answer has to be added in a new...

I am in search of a highly-skilled MS Excel expert who can help me organize my small business through meticulous data entry and intelligent formulas. The ideal candidate will be skilled in: - Invoice creation - Payment receipt tracking - Maintaining project-wise details The work will involve managing an Excel sheet with less than 100 columns and rows. When creating invoices and payment receipts, you'll need to manage data fields such as: - Customer Name - Service/Product - Amount - Invoice Number - Date - Tax - Customer Address - Payment Method - Invoice Due Date Expertise in Excel's calculation and analysis functions will be especially valuable for this job. This opportunity is perfect for those with a knack for data organization and attention to detail.

I'm looking for a skilled freelancer who can help in entering text data from PDF files and images. There are 60 rows of text, I need to add columns that contain the details from PDF files. This needs to be done now immediately. I will provide an example.

I'm in need of an Excel professional who can assist with a small project. This project requires a high level of proficiency with importing data into Excel and working with texts. Your task will primarily involve: - Creating an excel sheet with less than 10 columns and rows - Making sure the sheet is well-organized for data importing - Importing a specific set of text data into the sheet Ideal candidates would have a strong grasp of Excel and experience with data importing particularly. Familiarity with text data and efficient organization of smaller Excel sheets is a must. Your knack for making sense out of data will make you the perfect fit for this project.

I'm currently in need of an expert in Google Sheets proficient in utilizing the Vlookup formula to match and compare data between two columns in a simple table with rows and columns. Key Tasks: • Apply Vlookup to compare and match data • Simplify and present result in an understandable format • Assure accuracy of matched results Ideal skills and experience: • Proven experience with Google Sheets • Strong understanding of the Vlookup formula • Exceptional attention to detail • Ability to deliver accurate results promptly. Please present examples of similar work in Google Sheets applying the Vlookup formula.

I'm seeking assistance with a data cleanup project using MS Excel. - The task involves deleting specific rows and columns from spreadsheets. - The data to be removed should meet particular criteria, which I'll provide. - For rows, the criteria will be either empty cells or certain values. - As for columns, the criteria will be the same. No urgent deadline, so you can work at your convenience. Ideal skills for this job include: - Advanced proficiency in MS Excel - Strong understanding of data handling - Attention to detail - Experience in data cleansing in Excel Looking forward to working with a skilled and efficient Excel freelancer.

I'm seeking an experienced freelancer with expertise in Excel and data management. My project involves merging 5 sheets into one and matching up all of the data lines to be merged. Key Responsibilities: - Keeping the same layout as the source documents during the merging process. - Merging data from different documents in new columns in one sheet. Ideal Skills: - Proficiency in MS Excel and data manipulation. - Experience in creating and managing complex spreadsheets. - Attention to detail. Please provide examples of previous similar work in your proposal.

...n;answer1;answer1correct;answer2;answer2correct;answer3;answer3correct;answer4;answer4correct. - Purpose: The purpose of this project, namely, is to make the data compatible with a specific system. - Assistance Required: Depending on the case, some data entries may need reformatting prior to transformation, ensuring they are structured correctly. - Data Type: The 'question' and 'answer' columns contain mixed data, both textual and numerical. Ideal Candidate Skills & Experience: - Experience in data manipulation and transformation using Excel and CSV formats. - Proficiency in data cleaning and standard standards application. - Attention to detail to ensure entries are formatted correctly. All Question has 2 - 4 answers with multiple right answe...

I have a set of printed documents that need to be converted into an excel file. The data primarily consists of text, and the excel sheet has 1-5 columns. Key Responsibilities: - Inputting data from printed documents accurately and efficiently into the excel sheet - Ensuring that the text data is correctly organized within the specified columns Ideal Skills and Experience: - Proficiency in typing and data entry - Experience with Excel or other spreadsheet software - Attention to detail and accuracy to prevent errors - Ability to handle and convert printed documents to digital format Your work will be essential in transforming this printed data into a digital, easily accessible and analyzable format.

...calendar month. Key Requirements: - Long-term issuer-level credit ratings from Moody's and/or Fitch (my LSEG subscription doesn't include S&P). - As at the end of each month from 2003-01-31 to 2023-12-31. Refinitiv returns rating changes, so where a rating is unchanged (i.e., not reported in a particular month) forward-filled from the most recent rating change event. - Formatted with the following columns: TICKER, COMMON NAME, CUSIP, MOODY's RATING, FITCH RATING, DATE (YYYY-MM-DD). Returning N/A if the firm is not rated by a particular rating agency. - Exported to CSV. - Provided as a code block that I can paste in Jupyter Notebook and run using my local Refinitiv access and API key. I'm available over email for any clarifications or testing. Ideall...

I am looking for a Google App Script specialist to design a dependent dropdown list on Google Sheets. Your responsibility will be coding an application that enables: - Cross-referencing of data through the dropdown list - This feature should specifically be applicable to certain columns only Please make sure to link the dropdown list to column headers labeled 'Customer Name' and 'Project Name'. An ideal freelancer for this role will have experience in working with Google App Scripts and Excel, or other equivalents, and is meticulous and detail-oriented. Proficiency in managing and organizing data is equally important.

...to modify my spreadsheet. The tasks include: 1. Quartering: Split my dataset into four sections (Q1, Q2, Q3, and Q4). 2. Data Removal: Erase specific rows or columns as per provided instructions. The ideal person for the job is quick, efficient, and meticulous, with a keen eye for detail. The ability to understand and work efficiently with large datasets is a must. Proficiency in Excel is expected and prior experience with similar projects would be highly advantageous. DETAILED DESCRIPTION OF JOB: On the attached spreadsheet: Remove all of the accounts that are exempt from work comp (column R shows who is exempt) Remove all columns except for Business name, address, city, state zip. Then I want it broken into 4 separate spreadsheets based on Work Comp x-dates. Q1 (Jan...

I m looking for someone who cn help me to design an architectural college for UG and pg.I have already made some plans but all got rejected by faculty.I want everything from basic to rendered views. Weather consideration: cold And dry DELIVERABLES: Rendered site plan including landscaping 4 rendered elevation 3 rendered section Rendered detailed floor plans with columns, furniture door , window etc. Design concept 10-15 site 3d Lumion rendered views 4-5 rendered interior views Anyone who had already made this type of project can directly send me their existing project I can pay a fair amount for that...

I'm in need of a talented individual who is intimately familiar with Hubspot and Stripe for CRM integration. Your main task will be to coalesce these two systems to streamline my payment processing and manage customer subscriptions. - The main target is to import our current excel spreadsheet correctly into Hubspot (about 20 columns) with each field correctly displayed. (see attached sample). - To have each stripe payment correctly updating the right client, so we know if one is late on his subscription payment or not. Here's what I'm looking for: - Proficiency in both Hubspot and Stripe platforms - Proven expertise in CRM integration - Ability to optimize processes for ease and efficiency Your expertise in this field will directly enhance my team's workflo...

I am looking for someone experienced in data entry, who can accurately transfer text, numbers, and dates from paper documents into an Excel file. The file contains less than 100 columns and rows, so attention to detail is essential. - Data Type: Text, Numbers, and Dates - Source: Paper Documents - Excel Capacity: Less than 100 rows and columns Ideal skills would be a fast typing speed, proficiency in Microsoft Excel, and previous experience in data entry from paper documents. Knowledge on handling and digitizing paper documents would be a significant advantage. Candidates who can ensure accuracy and efficiency in managing and formatting data are preferred.

...operations. I require a Python utility program to parse Talend jobs and determine source and target column details. Key Requirements: * Parse XML files - The Talend mapping file will be supplied in XML format. We're in need of someone fluent with Python's XML parsing libraries. * Extract information - The utility must be able to extract critical information including source and target table columns, as well as source and target databases. * Dynamic Output format - The extracted information must be formatted in CSV or potentially other formats. It should be flexibly designed as we will use this data to load into a database. * Database expertise - An understanding of database interactions and structure are vital. This project will require both a keen eye for detail and...

I am on the hunt for someone highly skilled using excel...these matched results into another CSV file. It's vital for this task that duplicate entries from the CSV files are kept intact - they must not be removed or merged. Prior experience in data matching and a strong understanding of CSV files is highly desirable. Please ensure you can: - Handle large CSV files - Apply exact match criteria - Combine values of a column to replicate a formula - 16 columns of data combining to output a pre determined formula - match the formula across entries on another spreadsheet - 800 rows Let's maximize data accuracy and efficiency together. output formula should be as so - a:[‘number of options’]:{option values separated by ‘;’ } then inputted and matched...

I'm seeking a skilled structural engineer to design a commercial building primarily using steel. The project involves the creation and optimization of a complete building structure. - Purpose & Materials: The goal is to expertly craft an architectural desig...RESTURENT HAVING EXISTING 1 FLOOR ON RCC PILLARS AND BRICKWORK, SLAB THICKNESS 150 MM . 2ND FLOOR OF MS TO BE CONSTRUCTED (PHOTOS ATTACHED FOR REFERENCE) HEIGHT OF STRUCTURE will be : 20 FT THERE WILL NOT BE ANY SUPPORTS IN BETWEEN. LOAD : DL + LL OF 100 PERSONS DETAILS REQUIRED: 1. STRUCTURAL DRAWINGS NO OF MS PILLARS. (MAYBE I SECTION OR SQUARE PIPES) Brief details of element-Columns NO OF BEAMS TO CARRY DL+LL Where to place so that structure can carry the mentioned load MS SLAB/SU...

I need to import data from multiple files that have roughly the same products in them, but it needs to show me in alphabetical order the product name in the first column and the best prices from each client in the next columns (from largest to smallest). Probably i need macros and i can`t figure them out

I'm looking for a savvy designer to customize my Xero invoice templates, specifically focusing on line item layout and formatting. The ideal freelancer should possess strong design skills with experience in Xero invoicing. I need an invoice template built exactly as per a sketch I'll provide. Divide your attention equally towards these elements: - Changing the sequence and width of columns - Adjusting text alignment within line items - Detailing the logo placement - Creating a unique header and footer design - Incorporating my specific color scheme and branding elements Detailed instructions will be available in the sketch. Prior experience with creating Xero templates is a must as I am looking for a prompt, efficient service.

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I am in need of a Tekla structure expert with solid experience in modeling precast elements and creating fabrication drawings. Key Tasks: - Precast Element Modeling: The freelancer should be able to accurately model precast beams, columns, and slabs - Fabrication Drawings: The freelancer should be able to create detailed and accurate fabrication drawings based on the models Ideal Candidate: - Proficient in Tekla Structures - Experience with precast elements modeling and fabrication drawings - Excellent attention to detail Please note that the level of detail for the precast elements in the modeling and fabrication drawings will be discussed in further detail with the selected freelancer. more information will dicuss though chat

I want a Power Automate workspace delivered that will ingest multiple images, convert the area specified on the image to columns in Excel. Sample files can be provided

I'm looking for a Python expert who can automate the conversion of specific data from a CSV file into a Word document. Ideal Skills and Experience: - Proficiency in Python - Experience with CSV manipulation - Understanding of document formatting in Word The goal is to streamline the process of c...Ideal Skills and Experience: - Proficiency in Python - Experience with CSV manipulation - Understanding of document formatting in Word The goal is to streamline the process of creating reports from the data in the CSV file. The freelancer will need to develop a Python script that can extract and appropriately format the necessary information into a Word document. The specifications for which columns to include and how the data should be presented will be provided in a later stage ...

...Tasks Your task will be to used multiple linear regression to determine the factors which contribution to Political Awareness (variable: Pol). As always, imagine this analysis will be generating a report that will be presented to a client. Q1: Reduce Dimensionality 1.1. Apply the Missing Value Filter to remove appropriate columns of data. 1.2. Apply the Low Variance Filter to remove appropriate columns of data. 1.3 Apply the High Correlation Filter to remove appropriate columns of data. Q2: Variable transform 2.1 any variables that are required to conduct the regression analysis, e.g. categorical variables to dummies. Q3: Outliers 3.1. Create boxplots of all relevant variables (i.e. numeric, non-binary) to determine outliers. 3.2. Comment on any outliers you ...