John Bigelow Second French Invasion Sentiment Analysis
Explore the sentiment analysis of the Second French Invasion of Mexico through John Bigelow's correspondence during the Civil War era, detailing diplomatic efforts and political sentiments.
Download Presentation
Please find below an Image/Link to download the presentation.
The content on the website is provided AS IS for your information and personal use only. It may not be sold, licensed, or shared on other websites without obtaining consent from the author. If you encounter any issues during the download, it is possible that the publisher has removed the file from their server.
You are allowed to download the files provided on this website for personal or commercial use, subject to the condition that they are used lawfully. All files are the property of their respective owners.
The content on the website is provided AS IS for your information and personal use only. It may not be sold, licensed, or shared on other websites without obtaining consent from the author.
E N D
Presentation Transcript
Sentiment Analysis : Second French Invasion of Mexico (Using ML) Union College Summer IdEAS 2022 A Second Life for the John Bigelow Collection
Resources at Disposition John Bigelow - Retrospections of An Active Life: Contains 218 letters referring to the Second French Invasion of Mexico Includes Dates, Locations, Sender and Receiver of Correspondence John Bigelow Correspondence from Union College Collection: Contains over 22000 letters. Over 900 for the years 1861-1891 (the length of the Second French Invasion of Mexico).
Background Information. Where where they at 1861? John Bigelow: Is appointed Consul in Paris by Lincoln. Tasked to establish connections in France and avoid the French military presence in the Americas, Lincoln fears both England and France may be interested in aiding the Confederacy. The United States of America: Currently in Civil War. Lincoln and associates is attempting to reduce Mexico: Democracy under President Benito Juarez is unable to repay loans to France, England and Spain. France: Interested in offensive on Mexico, to gain economic compensation for Mexican debt. England: Interested in offensive on Mexico, to gain economic compensation for Mexican debt. Spain: Interested in offensive on Mexico, to gain economic compensation for Mexican debt.
PHASE 1 PHASE 2 PHASE 3 PHASE 4 End of Civil War// John Bigelow resigns as Ambassador Bigelow > US Ambassador to France April 9th 1862: April 1866: June 17th 1867: April 10th 1864: England and Spain abandon Mexican invasion over disagreement with France. France and the United States agree on terms to remove French troops from Mexico by 1867. Assasination of Maximilian. Benito Juarez regains power, Mexico returns to democracy. Maximilian of Habsburg accepts the Mexican crown.
Sentiment Analysis on a Phase by Phase Basis Bigelow Correspondence Breakdown Political Sentiment Analysis
PHASE 1: (02/07/1861 - 05/16/1862) *Dates Adjusted to include correspondence times Correspondence Breakdown of John Bigelow Sent Correspondence: Received Correspondence:
PHASE 1: (02/07/1861 - 05/16/1862) *Dates Adjusted to include correspondence times Sentiment Analysis of United States Correspondence: Top words relating to Mexico from John Bigelow Correspondence with Union supporters during Phase 1 Mexico: Free Forever Partner Gulf
PHASE 2: (05/17/1862 - 05/17/1864) *Dates Adjusted to include correspondence times Correspondence Breakdown of John Bigelow Sent Correspondence: Received Correspondence:
PHASE 2: (05/17/1862 - 05/17/1864) *Dates Adjusted to include correspondence times Sentiment Analysis of United States Correspondence: Top words relating to Mexico from John Bigelow Correspondence with Union supporters during Phase 2 Mexico: Information Correspond Active
PHASE 3: (05/18/1864 - 06/07/1866) *Dates Adjusted to include correspondence times Correspondence Breakdown of John Bigelow Sent Correspondence: Received Correspondence:
PHASE 3: (05/18/1864 - 06/07/1866) *Dates Adjusted to include correspondence times Sentiment Analysis of United States Correspondence: Top words relating to Mexico from John Bigelow Correspondence with Union supporters during Phase 3 Mexico: Government French / France Maximilian Emperor
PHASE 4: (06/08/1866 - 07/24/1867) *Dates Adjusted to include correspondence times Correspondence Breakdown of John Bigelow Sent Correspondence: Received Correspondence:
PHASE 4: (06/08/1866 - 07/24/1867) *Dates Adjusted to include correspondence times Sentiment Analysis of United States Correspondence: Top words relating to Mexico from John Bigelow Correspondence with Union supporters during Phase 4 Mexico: French Army Force
Sources Union College John Bigelow Papers (1816-1955), Bigelow, Jane Tunis Poultney, creator. https://union.primo.exlibrisgroup.com/discovery/fulldisplay?docid=alma991004804889504651&cont ext=L&vid=01UCNY_INST:01UCNY_INST&lang=en&search_scope=MyInst_and_CI&adaptor=Local%20 Search%20Engine&tab=Everything&query=any%2Ccontains%2CJohn%20Bigelow%20Papers&offset=0 Bigelow, J. (1909). Retrospections of an active life. The Baker & Taylor Co.
