Traghetti in Venice
Introduction
Research Question: "Who owns and who operates the Venitian traghetti?"
Objectives:
- Analyze who the owners of the ferries are?
- Are there prevalent families owning most of the businesses? If so who are they and what are their social and political position in the city
- Is the ownership stable throughout the years? (Comparing with Sommarioni data?) (Comparing with present data?)
- Are the owners of Traghetti building centers (squero) the same as owners of traghetti businesses?
- What other businesses Traghetti owners have and are they in some way related to the Traghetti?
- Analyze who exploits the ferries?
- Is it a family specific business or open to anyone willing to do such work?
- Do the families exploiting the traghetti stay the same? (Compare with present data / Sommarioni?)
- Traghetti workers need a licence to practice, which comes from several guilds (mariegole). Can we find a trace of them in our datasets?
- Spatial analysis
- Are there specific families owning or exploiting in specific parts of the city? If so, why?
- Why are traghetti where they are ? (Usually on the main canal, but sometimes not)
- Which zones are most profitable for traghetti owners (based on rental prices?)
Project Timeline & Milestones
| Week | Task | Status |
|---|---|---|
| 14.10-20.10 | - Define research question | |
| Autumn Vacation | -------------------------- | |
| 28.10-03.11 | - Find and read litterature | |
| 04.11-10.11 | - Read litterature
-Extract owner data and provide early visualisations || | |
| 11.11-17.11 | - Midterm presentations
- Visualisation tool for historical maps || | |
| 18.11-24.11 | - Catastici and Sommarioni alignment
- Entity owned distribution - Compare results to present day data (if available) - Traghetti Rental Prices Analysis || | |
| 25.11-01.12 | - Catastici and Sommarioni analysis (ownership change, ...)
- Specific families/entities analysis - Spatial analysis of traghetti - Start writing the wiki || | |
| 02.12-08.12 | - Analysis of intersections between squero and traghetti owners
- Analyse tenents (number of families?) - Continue writing wiki || | |
| 09.12-15.12 | - Finish writing the wiki | |
| 16.12-22.12 | - Spare week |
Methodology
1. Data Extraction
The function field in the 1740_Catastici dataset was used to filter out the ferry data. We focused on different kinds of ferries in the Venice area, specifically the Italian words traghetto and gondola.
| Keyword in function | Count | Denotes |
|---|---|---|
| traghetto | 168 | |
| gondola | ??? |
2. Family Data Classification
The owner data are extracted
3. Data Feasibility Analysis
a. General Observation of Data
Length, null fields, columns that matter to our research questions and future plans.
b. Feasibility Analysis
(1) For catastici, text_data and geojson are exactly the same, except for the geometry column. The difference in geometry column is likely that they adopted difference coordinate systems, and we prefer to use the geojson one for coordinates.
(2) For sommarioni, text_data and geojson have different lengths and columns. They need to be merged according to parcel_number, because we only need sommarioni combined with catastici, not using sommarioni alone. And we use parcel_number to merge sommarioni into catastici.
(The above conclusions could be found at https://github.com/dhlab-class/fdh-2024-student-projects-ching-chi-andre-renyi/blob/align-two-dataset/validate-text_data-geojson.ipynb)
(3) Cédric told us that id_napo field in catastici is aligned with the parcel_number in sommarioni dataset. However, id_napo and parcel_number have heavy duplications. Ren Yi didn't found a proper solution yet, and we need help from TA for this problem. The duplication analysis could be found at https://github.com/dhlab-class/fdh-2024-student-projects-ching-chi-andre-renyi/blob/align-two-dataset/data-clean-merge.ipynb
Conclusion
Appendix
References
Zanelli, G. (2011). Gondole e traghetti. In: Matematica e cultura 2011. Matematica e cultura. Springer, Milano. https://doi.org/10.1007/978-88-470-1854-9_5
Huffman, K. L. (2024). A View of Venice : Portrait of a Renaissance City. (K. L. Huffman, Ed.; 1st ed.). Duke University Press. https://doi.org/10.1515/9781478023807
Robin Quillien, « Apprentissages et voies d’accès au métier de barcarolo à Venise à l’époque moderne (XVIe-XVIIIe siècle) », Mélanges de l’École française de Rome - Italie et Méditerranée modernes et contemporaines [En ligne], 131-2 | 2019, mis en ligne le 30 décembre 2019, consulté le 13 novembre 2024. URL : http://journals.openedition.org/mefrim/6651 ; DOI : https://doi.org/10.4000/mefrim.6651