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Drury B Crawley, PhD (FASHRAE, BEMP, FIBPSA) / Linda Lawrie (FASHRAE, FIBPSA)

climate.onebuilding.org

"Using globally available solar radiation data from Oikolab, Climate One Building is able to completely revise and publish up-to-date set of TMYx files through 2021 for more than 17000 locations around the world. The quality of the data service and the support from Oikolab is superb."

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Kevin J. Kircher

Mech. Engineering Professor @ Purdue University

“Worked a lot with oikoweather data this week, and it was a pleasure. Clean weather data, granular in space and time. Decades of historical data and continually updated forecasts. Easy python API, free access. Definitely recommend!”

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Beyond healthcare, transgender individuals face elevated risks of violence and economic insecurity. Data from the Human Rights Campaign has tracked hundreds of fatal violence cases against transgender and gender non-conforming people in the U.S. between 2013 and 2025, with a disproportionate number of victims being Black and Latina transgender women. Employment is another critical front, with unemployment rates among transgender groups estimated at 9% to 16%, far exceeding the national average. Even when employed, a significant pay gap persists: while cisgender white men serve as the baseline, transgender people on average earn only 69 cents to the dollar, and Black trans women earn a mere 43 cents.

The community has pioneered conversations around healthcare autonomy, bodily integrity, and the legal recognition of diverse identities. Challenges and Advocacy

Despite the grim statistics and political backlash, the current moment is also one of unprecedented . Mainstream media now features trans characters with depth (Pose, Heartstopper, Umbrella Academy), trans politicians (Sarah McBride, Zooey Zephyr), and trans musicians (Kim Petras, Ethel Cain, Anohni).

Despite their cultural impact, the transgender community faces disproportionate challenges. Transphobia, systemic discrimination, and lack of access to gender-affirming healthcare remain significant hurdles. In many parts of the world, trans individuals—especially trans women of colour—face high rates of violence and economic instability. ebony shemales pic top

: Various apps like Translr or My Transgender Date facilitate connections specifically for transgender women and their allies [8].

The popular narrative of LGBTQ history often begins with the Stonewall Riots of 1969. What is frequently omitted from sanitized textbook versions is the fact that the uprising was led primarily by transgender women of color, specifically figures like Marsha P. Johnson and Sylvia Rivera.

Thus, when the transgender community fights for its survival, it fights for the entire LGBTQ spectrum. Pride parades that began as radical riots are now often heavily policed, corporate-sponsored events. The transgender community, via movements like the (November 20) and the annual Transgender Day of Visibility (March 31), reminds the culture what is at stake. They refuse to let pride become mere consumerism. Challenges and Advocacy Despite the grim statistics and

The path forward for the transgender community is one of both immense challenge and steadfast hope. The current era is defined by a legislative backlash—over 1,000 anti-trans bills have been introduced in U.S. state legislatures, affecting access to healthcare, education, and basic human rights. Yet, in the face of this, the community is organizing, mobilizing, and building infrastructure more effectively than ever.

The relationship between the transgender community and LGBTQ+ culture is one of mutual reliance. The broader queer movement owes its foundational victories to the bravery of trans activists. In turn, the collective power of the LGBTQ+ coalition provides a vital platform for defending trans rights today.

: Performers such as Isis King (America's Next Top Model) and Angelica Ross (Pose) have used their platforms to provide nuanced portrayals of Black transgender experiences [10]. Literature and Creative Works affecting access to healthcare

Transgender experiences highlight the concept of —how race, class, and gender identity overlap to create unique barriers. Understanding the Transgender Community - HRC

For the transgender community, it means continuing to educate with patience when possible, but also demanding accountability. It means remembering that the first Pride was a riot led by trans sex workers—and that the spirit of that riot is needed now more than ever.