GERMAN SPORTS MEDICINE DATA COLLECTION

Project Overview:** I'm working on a data collection project focused on sports medicine coverage in German sports leagues.
The main objective is to gather real-world data about sports doctors, musculoskeletal (MSK) specialists, and radiologists associated with various teams.
This data will help identify gaps and potential opportunities for promoting MRI solutions.
**What Has Been Done So Far:** - I have already gathered data for several German sports leagues, specifically.
- **Fußball Bundesliga** - **2.
Bundesliga** - **Deutsche Eishockey Liga** - The data includes details like.
- **Team Name**.
The sports team involved.
- **Doctor Name**.
Names of doctors linked to the team.
- **Specialization**.
Each doctor's specialization (e.
., Orthopedic, Radiologist).
- **Practice/Hospital Name**.
Associated practices or hospitals.
- **MRI Brand** and **MRI Model**.
Information about MRI machines in use, including their brand and model.
- **Location of Practice/Hospital**, **Current Imaging Capabilities**, and other details.
- This information is currently compiled in an Excel workbook under different sheets.
**What Needs to Be Done:** 1.
**Complete Data for 3rd Liga (Fußball Liga 3rd Division)**.
- Gather missing real-world data for the 3rd Liga teams and fill in the **"Soccer Orthos"** sheet with all the necessary columns, similar to what has already been done for other leagues.
2.
**Create Separate Sheets for Other Leagues**.
- **Handball Bundesliga** and **Basketball Bundesliga**.
Create new sheets in the Excel file for these leagues, following the same structure as the existing **"Soccer Orthos"** sheet.
- Populate these sheets with comprehensive real-world data, including team details, doctors, specializations, MRI details, and other related information.
**Specific Requirements:** - **Data Sources**.
Use official sports league websites, medical directories (like Jameda or Doctolib), LinkedIn, and other publicly available resources.
I would also appreciate the use of web scraping if needed to access harder-to-find data.
- **Data Accuracy**.
It is important that all gathered information is verified and accurate.
- **Excel Sheet Structure**.
Ensure consistency in data format across all sheets.
**Goal:** The collected data will be used to conduct a gap market analysis of the German sports market.
The objective is to identify opportunities for promoting MRI solutions to address unmet needs in sports medicine.
**Deliverables:** 1.
**Excel File Update**.
- Update the **"Soccer Orthos"** sheet with complete 3rd Liga data.
- Create new sheets for **Handball Bundesliga** and **Basketball Bundesliga** and fill them with comprehensive, real-world data.
**Required Skills:** 1.
Data Analysis 2.
Excel Proficiency 3.
Research Skills 4.
Data Entry 5.
Attention to Detail If you are interested in this project, please let me know.
I'm happy to discuss further details or clarify anything that might be unclear.
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