Data Mining / Data Visualisation for Web Content and Word Association

Keen to consider fair bids for the specified budget. ************************************************************************************** Origins and Emergence of 'Imposter Syndrome' and 'Impostor Syndrome' ************************************************************************************** I am interested in curating a complete web history of the term "Imposter Syndrome" or "Impostor Syndrome" (note both spellings are correct and have been used at different times). The hired data analyst will be required to provide the following data in a Word file and PDF report: 1) Provide word scraping (i.e. website parsing) data for Twitter, Facebook, and LinkedIn for use of the term "Imposter Syndrome" and Impostor Syndrome". 2) The above analytics should be separable by the following categories: > social media site (Twitter, Facebook, or LinkedIn) > Use of each spelling of "imposter" or "impostor" > whether the term is used in a magazine article, blog post, or other medium > NOTE - data should also be collecting from the web on top of the suggested social sites. For example, blog posts from personal websites, forums, and radio/podcast transcripts are also useful. The data for these should also be separable, as above for social media sites. 3) A word association analysis for terms related to "Imposter Syndrome" or "Impostor Syndrome": > what words or phrases commonly appear in the same articles/blog posts as the lead term? > the data should be present with a ,Top Ten' table of words/associations. > the same data should be visually catalogued in a word cloud (e.g. Wordle). 4) A historical account of the terms "Imposter Syndrome" and "Imposter Syndrome" should be curated: > Year by year, how often has the term(s) appeared online? > When did first appear? > a bar chart for number of instances per year versus year is also required. 5) What types of people are writing about this subject? > This can be linked to point 3 (word association" if the occupation emerges as an associated term. > Also consider key audiences of any magazine/journal sites that have posted articles on the subject. 6) A complete bibliography of published books on the subject of "Imposter Syndrome" or "Impostor Syndrome" is required. ualifying books for the curated list will have: > the lead term in the title, and/or > the lead term in the blurb, and/or > the lead term on the contents page. 7) Similarly to point 6, a bibliography of philosophy and psychology media that deal with people comparing themselves to one another is desired. Qualifying media may include (but is not restricted to): > Ancient Greek philosophy > Psychology journals > Other philosophy books. The main report should contain visually appealing and informative representations of all the data requested (with the sole exception of the requested bibliographies, for which simple tabulated data is acceptable). For each point above, the graphical data should come with a concise paragraph summarising the findings. Individual references for all graphs, tables, and schemes is also required, e.g. Figure 1, Table 1, etc.) The report should also come with a technical supporting document listing citable details of how the data was collected: > software tools > dates the data was accessed > 'raw' spreadsheet data (on separated tabs) for each item listed above (in case I want to create additional plots not provided during the job. I am looking for a keen, analytical person with a complementary flare for data visualisation. The job time will be one week (7 days), and I am considering bids that represent a fair balance between product quality and overall price. ***THE HIRED DATA ANALYST MUST AGREE ALLOW SOLE RIGHTS OF USE OF THE COLLECTED DATA TO THE BUYER/HIRER*** Thank you for considering this project.