sabrinakharrazi-final

Mapping Encampment Fires in Oakland

Sabrina Armaghan Kharrazi

Under reported data

Organized datasets on fire incidents did not exist. Actual incident data and reports about the occurance of fires and the details that

Through public records requests I was able to collect data up through July 2021. I first had to geocode the data. I had attempted this in the past by hand so it was quite nice to learn a much for efficient and accurate way to standardize geodata.

The Interactive Map I Created on Tableau:

<iframe title="% of preterm births by race and state" aria-label="Range Plot" id="datawrapper-chart-S7Fcq" src="https://public.tableau.com/views/EncampmentFireIncidents/Totalfiresmap2?:language=en-US&publish=yes&:display_count=n&:origin=viz_share_link" scrolling="no" frameborder="0" style="width: 1024; min-width: 100% !important; border: none;" height="768"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r

Some further analysis of data based on districts:

<iframe title="% of preterm births by race and state" aria-label="Range Plot" id="datawrapper-chart-S7Fcq" src="https://public.tableau.com/views/EncampmentFiresPerDistrict/Sheet4?:language=en-US&publish=yes&:display_count=n&:origin=viz_share_link" scrolling="no" frameborder="0" style="width: 1024; min-width: 100% !important; border: none;" height="768"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r <iframe title="% of preterm births by race and state" aria-label="Range Plot" id="datawrapper-chart-S7Fcq" src="https://public.tableau.com/views/RiskbyNeighborhood/Sheet5?:language=en-US&publish=yes&:display_count=n&:origin=viz_share_link" scrolling="no" frameborder="0" style="width: 1024; min-width: 100% !important; border: none;" height="768"></iframe><script type="text/javascript">!function(){"use strict";window.addEventListener("message",(function(e){if(void 0!==e.data["datawrapper-height"]){var t=document.querySelectorAll("iframe");for(var a in e.data["datawrapper-height"])for(var r=0;r

Followed by an embedded web page, using an iframe:

<iframe width="100%" height="600" frameborder="0" scrolling="no" src="https://oaklandca.nextrequest.com/requests/21-7640"></iframe>

And now an image: