Python data analysis exampledela

I'm in need of assistance with Codility assessments, specifically focusing on intermediate-level problem-solving tasks. Your work should encompass: - Expertise in SQL or Python. Familiarity with both languages is advantageous. - Proficiency in algorithmic programming, capable of thinking strategically to solve intermediate-level problems. - Ability to assist in solving three different task types in Codility, including: 1. Time complexity problems 2. Sorting and searching problems 3. Counting elements problems Ideal candidates would have experience preparing or mentoring for codility assessments and a strong background in programming. Your intricate knowledge of problem-solving within the realms of algorithmic programming would be highly beneficial. A methodical appro...

I am looking for a freelancer who has experience in installing python libraries that are not included in their package manager. I am looking to install bridge-style library so that I can process the layer styles into a database in geostyler format. I have the script to do this I just need access to the library. I am looking for a step by step process to install the library globally or in the current project if it cant be done globally. Library link. This project requires: - Proficiency in ArcGIS Pro 2.8 - Knowledge of Windows operating system - Experience with Python libraries - Understanding installing 3rd party python libraries Please, hit me up if you hold practical experience in these areas; I would love to get your assistance on this.

I am looking for an experienced developer who can use Cython to wrap my existing CUDA code. This is a relatively simple code that is currently used for data analysis. Task: This is done in Linux (ubuntu). I had a old cython code that used to be able to connect with the CUDA code, i think the newer version of CMake changes had made it impossible. I have attached a small reduction of the code, it is pretty much just calling a CUDA kernel from the Python using Cython. The CMake builds, but when the Cython is imported the symbol cannot be found. (to build you need to define an environment variable CUDAHOME points to your nvcc) Steps: 0 (optional) you can Make the cuda code inside to check if it works (1) run (with CUDAHOME env var) (2) run (fail at this point as the ....

...computing resource allocation. The primary requirements for this project include: - Data analysis: I need assistance in analyzing data that relates to the uncertainty under resource allocation in the solution verification phase. - Literature review: A thorough review of existing literature, particularly in the intersection of computer science and decision-making processes is required. - Proofreading and Editing: The final deliverable needs to be polished, free of any grammatical errors, and formatted correctly. Ideal candidates for this project should have: - A background in Industrial Management/Computer Science or a related field, with a strong understanding of decision-making processes - Experience in data analysis and literature review - Proficie...

...established business and my Python app, which is crucial for our operations, is failing to start up properly. The app can be accessed via either of the following URLs: or Here's what I need from a skilled Python developer: - Diagnose: The primary issue is that the app crashes during startup. You need to meticulously investigate and pinpoint the root cause of this problem. - Fix: Once the problem has been identified, you should apply the necessary fixes to ensure the app starts up without any hitches. - Testing: Thoroughly test the application after the fixes to guarantee it's running smoothly. You must have extensive experience with: - Python Development: A strong background in developing and debugging Python applications is essential

...modelling project. The focus of the project will be on supply and demand analysis, and cost-benefit analysis within the transportation sector. Key Requirements: - Expertise in transportation economics modelling - Proficiency in supply and demand analysis - Skilled in conducting cost-benefit analysis -scenario analysis based cost and time Ideal Skills: - Extensive experience in econometric modelling and analysis - Strong understanding of transportation sector dynamics - Ability to interpret and apply economic theory to real-world transportation issues Experience with similar projects and a solid background in economics is a definite plus. The project involves a combination of both quantitative and qualitative analysis, so a versatile ...

I'm in need of an experienced and skilled Drupal developer who can help me with debugging runtime errors in my website. The errors are occurring during website load, which is causing a significant disruption t...areas will be crucial: - Proficiency in Drupal development and troubleshooting - Strong understanding of runtime errors and how they can impact website performance - Ability to work efficiently under time constraints - Strong communication skills to update me on the progress and solutions Your primary goal is to ensure the website loads without any runtime errors. This will involve a detailed analysis and precise implementation of the necessary changes. Please share your experience with similar projects in the past, as well as any relevant certifications or training y...

I'm seeking an expert to develop a comprehensive white paper that analyzes and compares different traffic chase pursuit prevention security devices. This paper should provide a detailed comparison of features and benefits, enabled to guide our customers towards making informed decisions. Key Duties: - Comprehensive research on specified security devices - Analysis of device features and benefits - Compilation of findings into a detailed, readable white paper Ideal freelancer would possess: - Experience writing consumer-focused product comparison white papers - Strong research and analytics skills - Knowledge and experience in security devices, specifically traffic chase prevention technology

I'm seeking a skilled developer who can create a standalone piece of python code which can generate a compatible resse84 cookie which works for Incapsula and Ticketmaster Key Requirements: - Creation of Python Code which can be called to generate a usable resse84 cookie for Ticketmaster and Incapsula. Ideal Skills: - Software Development: Proficiency in building standalone software applications and experience with cookie generators or web scrapers would be a plus. - Cross-platform Development: Prior experience in creating software that is compatible with multiple operating systems will be beneficial.

I'm in need of a skilled systems analyst to focus on writing, developing and enhancing a SRS for an Electronic Medical Record (EMR) system. Key experience and skills needed for this project: - Strong background in system analysis. - Proven experience in writing and developing SRS. - Great understanding of logic and authentication. - Proficient in data management and reporting skills. - Prior experience in handling EMR systems is a bonus. Post your hourly rate that you will work for this project. Placeholders bids will be removed.

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...business. This dashboard should facilitate effective daily analysis of certain key aspects in relation to the business's financial and operational data. Key Responsibilities: - Design and configure a Zoho dashboard that tracks and analyzes our revenue, expenses, and any patterns in our sales and customer relationships. Ideal Skills: - Zoho dashboard configuration - Zoho analytics - Data Visualization - Financial Accounting knowledge - Understanding of CRM data The ideal freelancer for this project should hold considerable experience in creating business analytics solutions with Zoho. A keen understanding of financial data, CRM analytics, and excellency in data visualization is paramount. Please note, my interest lies in daily data...

Change the payment gateway "cryptomus" to stripe. After that. Compile the code to obtain the apk version and an .aab version that will be used in the Google Play Store. In turn, upload the updated code to the app server. Send me the updated source code as well. The app is made on react Native, and the backend is Python. All the API's are made on Python.

I'm looking for a professional who can help me create HackerRank for three algorithmic tasks to be completed within 90 minutes The ideal candidate should: - Be proficient in Python and Java, with a strong understanding of data structures, algorithms, and object-oriented programming - Have experience in creating programming challenges or assessments - Be able to design medium difficulty tasks that are both engaging and challenging - Familiarity with HackerRank platform is a plus I will provide more detailed requirements and guidelines once we kick off the project. Looking forward to working with an expert in this field.

I'm in immediate need of an expert in contractual disputes, specifically in cases involving breach of contract and appeals or claims of ownership. I require a comprehensive analysis and legal advice about a possible future appeal or claim regarding the current sellers' ownership rights. I need this job completed as soon as possible. Your role would include: - Expert advice on my legal position - Guidance on potential responses - Possible courses of action Ideal candidates will have: - Experience in dealing with contractual disputes - Understanding of IP rights - Ability to work quickly, providing accurate and dependable advice. - Expetise in Cooperate law and charges loans regarding real-estate and their companies including off shore companies and loan's

...work with me in the paid performance role. While professional experience is not required, a solid understanding of social media platforms is an advantage. The role will largely focus on campaign management and optimization. Key Responsibilities: - Assist in the setups and management of performance campaigns - Work on the optimization of these campaigns for maximum effectiveness - Help in the analysis of data and reporting Ideal Skills & Experience: - Some knowledge of social media algorithms and metrics - Simple mathematics for budget planning - Interest in exploring and understanding paid performance - Ability to understand the flow and work in a fast-paced environment This role would be perfect for someone looking to start their career in the paid performance in...

I need a Python script to retrain a MobileBERT model for a Named Entity Recognition (NER) task in Tensorflow. The model should be able to detect specific entities in text queries relating to various types of media files. The ideal freelancer for this project would have a solid understanding of Python, machine learning, NLP, and experience with BERT models. Features of the Python Script: - Process text queries obtained from a CSV file (example CSV attached) - Detect entities such as: - Persons - Places - Events (e.g., weddings) - Dates - Number of individuals visible - Media type (Image, Video, Audio, Text) - Detailed type (Interview, Landscape, Close Up, Group, etc.) - Length - Content - Retraining should be based on a provided CSV file cont...

I'm looking for a proficient Python developer to create a script that can efficiently scrape active IPs from a text file I will provide. The following specifics are required in this project: - The Skill-set: Strong Python programming skills, experience in IP scraping and working with text files would be an advantage. - Task Details: You need to extract the 'Activity Data' from these IPs. Profound knowledge in network protocols is a must-have. - Output Handling: The activity data extracted should directly be written to a text file. A clear understanding of FileIO operations in Python would be crucial. A successful completion of this project might lead to more future collaborations. I'm looking forward to seeing your proposals.

I have a completed project of a wooden fence on a concrete retaining wall. I require a thorough assessment of seismic wind load analysis for the fence. The purpose of this analysis is to check for code compliance, specifically to meet the standards required by the El Cajon city due to the height of the fence. The ideal candidate would be proficient in: - Seismic wind load analysis - Code compliance for the city of El Cajon - Assessing fences on concrete retaining walls Your analysis will help ensure the fence meets the expected regulatory standards. I've attached a photo of the fence at its highest point.

...platforms such as iOS (Swift) and Android (Java/Kotlin). Experience with cross-platform development frameworks like React Native or Flutter can be beneficial for building apps that work on both iOS and Android. 2. Backend Development: Strong understanding of backend development technologies and frameworks like Node.js, Python (Django/Flask), or Ruby on Rails. Knowledge of databases such as MySQL, PostgreSQL, or MongoDB for storing user data, ride information, and other relevant data. 3. Geolocation and Mapping: Familiarity with geolocation services and APIs for tracking user location and providing real-time navigation. Experience integrating mapping and routing APIs such as Google Maps or Mapbox for displaying maps, calculating routes, and estimating ride times. ...

I'm having some issues with my network connection dropping and I need an expert in network analysis, specifically using Wireshark, to help me troubleshoot. Specifically, the project will entail: - Analyzing TCP traffic - Identifying and addressing the root cause of the persistent connection disruptions - Providing detailed reports on findings and recommendations for solutions Ideal skills and experience for this job: - Extensive experience with Wireshark and other network analysis tools - Knowledge of TCP - Expertise in troubleshooting connection drops - Strong report and documentation skills If you've successfully performed similar network troubleshooting tasks in the past, I'd love to hear from you.

...member. Files that members will upload for analysis by pressing the relevant button will be kept in this folder. Once the files are uploaded, they will first be quarantined. If the file does not contain viruses, trojans or malicious code, a virus scan will be performed first. Quarantine will be lifted. The uploaded files will be used for artificial intelligence to learn and analyze. After the artificial intelligence performs the analysis and gives an output, the analysis result will be shown to the user. Temporary files will be deleted when the member logs out of the site. When the buttons on the page are pressed on legal documents uploaded by users, the person performing the function of the button, for example performing analysis, displays these an...

I require an expert capable of uploading an Excel dataset into S3 using Lambda and Snowflake to produce reports. The focus will be on identifying data anomalies over time. Your responsibilities will include: - Loading Excel data into S3 - Implementing Lambda and Snowflake for data processing - Generating time-series reports on data anomalies Ideal skills for this role include proficiency in AWS S3, AWS Lambda, and snowflake, with a keen understanding of time-series analysis in Excel reports. Experience in identifying and analyzing data anomalies is also a key component for this project. The aim is to visualize the irregularity in the data, enabling me to make informed decisions based on these reports.

Detailed overall drawings will be provided ① Producti...model - Basement of the first basement floor and first floor above ground, designated expression - Expression of floor level difference between the 2nd and 6th floors above ground - Expression of external finish ② Production of detailed reinforcement model - Column, girder, beam (at least 1, reinforcement spacing doubled) - Foundation, slab (only partial representation) ③ RC beam bending, shear analysis and design ④ Preparation of detailed labor distribution model (planned) schedule ⑤ Detailed reinforcement model (planned) construction cost estimation - Quantity calculation basis, work type statement, tally table, bar chart - Scheduled for final presentation - actual comparison ⑥ Preparation of final presentation material (PPT)

We have a 2D project in Autocad, and we need to model it using Aveva's E3D software. For this need, we need to model the disciplines of: Civil; Mechanics / Piping (we have already modeled the piping and can deliver it via ); Electrical; Automation / Instrumentation. We will send all projects in the 2D version. It is necessary to create the database using Brazili...we will provide. We need to receive from this project: - Database; - Plants and Sections extracted from E3D; - Lists of Materials. The deadline for delivering the project is 04/22/2024. All projects must be configured and delivered in Brazilian Portuguese. We will attach all projects for preparation and will be available for questions during the preparation. We attach the project review for analysis and understa...

...- Executive Summary: A concise but impactful snapshot of the overall plan that highlights the company's mission, financial projections, and growth strategies. - Market Analysis: A detailed assessment of the real estate market, including trends, potential growth areas, and target demographics. - Competitive Analysis: A thorough evaluation of our competitors, their strengths, weaknesses, and how we can position ourselves effectively in the market. The intended audience for this business plan is banks or financial institutions, grants, non-profit organizations and government organizations. Therefore, the plan should be data-driven, well-researched, and clearly demonstrate the potential for a solid return on investment. Experience in the real estate market and in...

I am seeking an MS Office expert to evaluate and discuss a log-in report from my MS Office 365 account. The report includes several IP addresses outside of my own, and I am concerned these may indicate unauthorized access. Key requirements and responsibilities for the project include: - Analyzing the report: Understanding and interpreting the log-in report to identify all IP addresses associated with the account. - Identifying discrepancies: Determining the reasons behind the presence of multiple IP addresses not connected to my usage. - Providing insights: Advising on the potential risks, implications, and actions that should be taken in the case of unauthorized access. This role requires a freelancer with: - Proficient knowledge of MS Office 365: To effectively navigate and in...

...with specific expertise in heat transfer and nanofluids. - Extensive experience conducting and summarizing literature reviews. Key aspects of this project include: - A comprehensive summary of current research in the field, focusing on the role of nanofluids in heat transfer enhancement. - Specific attention to the use of Finite Element Method in Computational Fluid Dynamics (CFD). - In-depth analysis of experiments conducted by researchers in the field, especially those utilizing nanofluids for heat transfer enhancement. - Familiarity with simulation software such as COMSOL or ANSYS would be a definite plus. - The ability to deliver this project as soon as possible. Please only apply if you have the required expertise and can commit to delivering this project promptly. You...

I'm seeking a highly skilled GenAI developer proficient in Python for a content generation project. The primary focus will be on creating image content with the AI. Key Responsibilities: - Utilize Python to generate image content: Given the nature of the project, a deep understanding of Python's capabilities is crucial. You'll be responsible for building algorithms that can create various types of image content. Experience Needed: - Proficiency in Python: Extensive experience with Python is a must. You should be able to demonstrate your ability to create AI algorithms in Python. - GenAI Development: Prior experience in working on AI projects, especially content generation, will be highly valued. Please be ready to present any relevant pro...

...utilizes product sales data sourced from a Restaurant Point of Sale (POS) system. The ideal candidate will have a robust understanding of sales data models and experience in creating insightful, interactive dashboards on Qlik Sense. Objectives: Redevelop and enhance the existing Qlik Sense application to provide a more intuitive and interactive user experience. Incorporate advanced analytical features to uncover deeper insights into sales data, with a focus on comparative temporal sales analysis. Key Features Required: Interactive Dashboards: Develop dashboards that allow real-time interaction with data. Ensure the dashboards are user-friendly and provide clear, actionable insights. Advanced Filtering and Drill-Down Functionality: Enable detailed e...

I need a freelancer to analyse three different types of vision transformer models: ViT, DeiT, and CCT. The evaluation must focus on their performance in classifying various eye diseases such as Glaucoma, Macular Degeneration, and Diabetic Retinopathy. The key objective of this project is to pinpoint the most efficient model for the task at hand. Skills and Experience: - Proficiency in working with ViT, DeiT, and CCT models. - Strong background in analysing classified images of eye diseases. - Proven record of implementing different vision transformer models for disease classification tasks. These are the research questions I need in my research 1. Which eye diseases may be detected using the primary classification image models? 2. Which datasets are used by vision transformer models...

Hello, I am currently facing a challenge in accessing a specific website, , from my domain or through a proxy. I prefer not to expose my IPs directly to this we...proxy details via private message. The primary objective is to access the site without direct exposure of our IPs. Additionally, the website has a CORS (Cross-Origin Resource Sharing) policy that prevents third-party domains or IPs from accessing it. However, when I configure the proxy settings directly in the browser, it works perfectly. The requirement is to write a script either in Node.js or Python, which should run on port 3000. This setup will allow us to access the site from our own server. If you are capable of implementing this solution, please consider placing a bid for this project. Thank you.

Detailed overall drawings will be provided ① Prod...Basement of the first basement floor and first floor above ground, designated expression - Expression of floor level difference between the 2nd and 6th floors above ground - Expression of external finish ② Production of detailed reinforcement model - Column, girder, beam (at least 1, reinforcement spacing doubled) - Foundation, slab (only partial representation) ③ RC beam bending, shear analysis and design ④ Preparation of detailed labor distribution model (planned) schedule ⑤ Detailed reinforcement model (planned) construction cost estimation - Quantity calculation basis, work type statement, tally table, bar chart - Scheduled for final presentation - actual comparison ⑥ Preparation of final presentation material (PPT)

I have a list of 80 directories that require data extraction. I'm looking for an experienced web scraper who can handle this task using Python, Selenium, Php, Puppeteer (JavaScript) and Node.js.

I have a script written in AHK for Windows. I would like this script to be rewritten for MacOS using Python. In order to ensure that the MacOS script is as close as possible to the original Windows script, the sound functionalities need to be replicated exactly. doesnt have to be python if u know something easier and simpler to maintain i dont care Key Skills Needed: - Proficiency in Python - Experience with MacOS scripting - Understanding of AHK (previous experience with this language would be beneficial) - Proficient in sound control within scripting The ideal candidate for this role would be someone who has a good understanding of AHK and Python, and is able to adapt the sound functionality of the AHK script to MacOS, while keeping the original features a...

I need a Python expert who can help me with my assignment. - The assignment is focused on game development, specifically 2D platformers. - Your main task will be creating the game with Python. Ideal candidate should have: - Strong background in Python programming - Prior experience in game development, especially in 2D platformers. - Ability to understand and implement game mechanics. If you have a portfolio or examples of your work, please share them.

I'm currently looking for an expert who can design a data scraping script for me. However, I haven't decided on which particular website and kind of data (text content, images, links etc) should be scraped yet. Furthermore, the frequency for data collection hasn't been specified. Ideal Skills and Experience: - Commercial experience with Python or JavaScript - Proficiency in web scraping using tools such as BeautifulSoup, Scrapy, or Selenium - Ability to add flexibility for target URLs, data type, and collection frequency Please note: the project details will be finalized upon discussion. Your recommendations are welcome and appreciated. Only apply if you're comfortable proceeding considering these conditions.

My aim is to effectively scrape forum posts from community.st.com. Currently, I have a Python-based web scraping code that requires debugging and optimization as the current JSON output presents inconsistencies. I am in need of a developer with: - Strong Python experience - Proven web scraping skills to optimize and debug data scraping code - Proficiency in handling and troubleshooting JSON data - Familiarity with structure will be a plus As a result, the corrected script should deliver complete and well-structured JSON data of forum posts within community.st.com.

Looking for a skilled developer proficient in Python, Node.js, Postgresql, and Next.js. The project involves integrating an existing Python bot into a website to automate product data input. Key requirements: -Bot Integration: Seamlessly integrate the Python bot with the website's Node.js backend and frontend. -Automated Data Input: Ensure the bot reliably inputs product-related data, leveraging expertise in Postgresql for database management. -Error Handling: Implement automatic bug reporting in case of data input errors. If you have relevant experience in bot integration and database management, please submit your bid.

Hi Ankit G, I noticed your profile and would like to offer you my project. We can discuss any details over chat.

I'm in need of a professional who can create... easy-to-follow diagram that represents the workflow. Ideal Skills & Experience: - Proficiency in AWS: The candidate should have a deep understanding of AWS Step Functions and how to create diagrams within the platform. - AI/ML Knowledge: Familiarity with the AI/ML domain, including model training and evaluation processes, will be highly beneficial. - Analysis and Optimization: A background in process optimization or workflow analysis would also be advantageous. Please note that this project does not involve any coding; it's purely about creating a visual representation of the GenAI process on AWS Step Functions. I'm looking for someone who can deliver an accurate and intuitive diagram that will help us o...

...professional to assist me in growing my stock market focused Telegram group. The primary objective is to attract potential investors and also provide stock analysis and investment strategies to beginner investors and experienced traders. Key Responsibilities: - Utilize your expertise in growing telegram groups to add 1000 plus members to my existing stock market group. - Share latest stock analysis, investment strategies, and other insightful information about the stock market. Ideal Skills and Experience: - Proven track record in growing Telegram groups specifically in the stock market/financial sector. - Proficiency in stock analysis and investment strategies, with an understanding of what would be most beneficial for both beginner investors and experienced trad...

I need help installing the Exact Wright Fisher (EWF) software from GitHub on...discrepancy between CMake build operation using MinGW compiler and pip install defaulting to Ninja compiler. Key Requirements: - Troubleshoot and resolve the discrepancy issue between CMake and pip install - Install the EWF software from GitHub onto a Windows 11 device Experience and Skills: - Proficient with Windows 11 - Experience with CMake, MinGW, and pip install - Strong understanding of Python, particularly version 3.9 or newer - Familiarity with installing software from GitHub Ideally, I'd like someone who can quickly identify and resolve the issue, allowing for a smooth installation and configuration of the EWF software on my Windows 11 device. Link: ERROR LOG attached.

I'm in need of a professional engineer who can help me assess the wind load on a shelter structure in a coastal area. The ultimate goal is to ensure the struct...setting. - Structural Integrity: The aim is to guarantee that the shelter design can withstand the maximum wind conditions expected in the location, maintaining its integrity and safety over time. Ideal Skills and Experience: - Engineering Background: The ideal candidate should have a strong background in structural engineering, particularly in the context of building design. - Experience with Wind Analysis: Prior experience in wind load calculations, especially in coastal areas, is highly desirable. - Attention to Detail: The ability to perform precise calculations and ensure the accuracy of the results is crucial fo...

I need an Excel budget tracker developed, with specific focus on tracking and calculating expenses related to my business. - The tool should enable m...automatically sort these costs into categories. - The main category of interest is 'Commercial Expenses', so having a well-defined, categorizable section for this is important. - I additionally require a feature for budget calculation, providing an easy-to-understand analysis of financial outgoing compared to overall budget. Ideal freelancers for the job would be those proficient in Excel and financial analytics. Experience in developing similar budget tracking tools would be a valuable addition. I have a base of what I need. I need the budget data tab updated with the new budget as well as the dashboard has some ...

...professional to assist me in growing my stock market focused Telegram group. The primary objective is to attract potential investors and also provide stock analysis and investment strategies to beginner investors and experienced traders. Key Responsibilities: - Utilize your expertise in growing telegram groups to add 1000 plus members to my existing stock market group. - Share latest stock analysis, investment strategies, and other insightful information about the stock market. Ideal Skills and Experience: - Proven track record in growing Telegram groups specifically in the stock market/financial sector. - Proficiency in stock analysis and investment strategies, with an understanding of what would be most beneficial for both beginner investors and experienced trad...

I'm in need of an Excel expert who can assist me with a project that involves data analysis, financial calculation, and advanced formula and functions. This project involves working on a single Excel file with the main goal of improving data organization. This requires a hands-on approach, strong problem-solving skills, and a keen eye for detail. Skills/Experience Needed: - Advanced Excel proficiency - Strong background in data analysis and financial modeling - Experience in creating complex formulas and functions - Excellent organizational and problem-solving skills. Your work will be instrumental in streamlining our data handling processes and make them more efficient. Please provide examples of similar projects you've worked on ...

...professional to assist me in growing my stock market focused Telegram group. The primary objective is to attract potential investors and also provide stock analysis and investment strategies to beginner investors and experienced traders. Key Responsibilities: - Utilize your expertise in growing telegram groups to add 1000 plus members to my existing stock market group. - Share latest stock analysis, investment strategies, and other insightful information about the stock market. Ideal Skills and Experience: - Proven track record in growing Telegram groups specifically in the stock market/financial sector. - Proficiency in stock analysis and investment strategies, with an understanding of what would be most beneficial for both beginner investors and experienced trad...

My aim is to effectively scrape forum posts from community.st.com. Currently, I have a Python-based web scraping code that requires debugging and optimization as the current JSON output presents inconsistencies. I am in need of a developer with: - Strong Python experience - Proven web scraping skills to optimize and debug data scraping code - Proficiency in handling and troubleshooting JSON data - Familiarity with structure will be a plus As a result, the corrected script should deliver complete and well-structured JSON data of forum posts within community.st.com.

Complete SPSS data analysis to test hypotheses relating to social media usage and exercise addiction. The goal is to identify and delineate trends and patterns from the data. Include a report for the results using APAstyle