⚡️ WAR IN #UKRAINE - AUG 21

■ Strikes & engagements below average
■ Troop losses <500, equipment below average
■ Double-digit artillery, APV, vehicle & tank losses
■ ≈150 tanks this month so far
■ Oryx: 65:23 🇷🇺/🇺🇦, 30-day ratio rises to 1.7x

📈 lookerstudio.google.com/s/iX1JwpmEdXw
⚡️ WAR IN #UKRAINE - AUG 21

Seven 7-day averages holding, four go down between days

CHANGES:
2x daily changes over 7-day average
No 7-day average increases

📈 lookerstudio.google.com/s/o7BY6Np-cJk

⚡️ WAR IN #UKRAINE - AUG 16

■ 40+ missile strikes, engagements at 7-day average
■ 600+ troop losses, double-digit vehicle, artillery, missile, tank & APV losses
■ Also notable: Three air defence systems
■ Biggest monetary losses since Jul 27

https://t.co/Rq5aIMDSfclookerstudio.google.com/s/ih6xppqiFjc
⚡️ WAR IN #UKRAINE - AUG 16

7-day average of tanks, artillery, vehicles & missiles increases between days

CHANGES:
6x daily changes over 7-day average
4x 7-day average increases

+ 7-day average of landbased equipment up as well

📈 https://t.co/Es67Nmnq1elookerstudio.google.com/s/rXwv5pSEJhM

⚡️ WAR IN #UKRAINE - APR 24

7-day troop losses keep rising, most landbased equipment losses in 2 weeks

REPORTED:
660 troop losses ⬆
7-day troop average: 631 ⬆
Equipment losses: $31M ⬆
51 landbased losses ⬆
7-day average: 31 ⬆

📈 lookerstudio.google.com/s/uv5oHRGKXvc ⚡️ WAR IN #UKRAINE - APR 24

7-day average of troops & vehicles increases between days

CHANGES:
x6 daily changes over 7-day average
x2 7-day average increases

+ 7-day average of landbased equipment up as well

📈 lookerstudio.google.com/s/pyEbm0cwTGI

⚡️ WAR IN #UKRAINE - APR 23

Highest 7-day average of troop losses in April so far, Mi-24 helicopter destroyed

REPORTED:
690 troop losses ⬆
7-day troop average: 621 ⬆
Equipment losses: $22M ⬇
23 landbased losses ⬇
7-day average: 28 ⬇

📈 lookerstudio.google.com/s/jH_6dSYCJZA ⚡️ WAR IN #UKRAINE - APR 23

7-day average of troops & drones increases between days

CHANGES:
x3 daily changes over 7-day average
x2 7-day average increases

📈 lookerstudio.google.com/s/i5gyh-GYpqc

⚡️ WAR IN #UKRAINE - APR 22

2nd highest troop losses & 3rd highest value of equipment losses in April so far

REPORTED:
680 troop losses ⬆
7-day troop average: 597 ⬆
Equipment losses: $42M ⬆
25 landbased losses ⬆
7-day average: 31 ⬆

📈 lookerstudio.google.com/s/iNthtz2K9Jc ⚡️ WAR IN #UKRAINE - APR 22

7-day average of troops, artillery & anti-aircraft systems increases between days

CHANGES:
x3 daily change over 7-day average
x3 7-day average increases

+ 7-day average of landbased equipment up as well

📈 lookerstudio.google.com/s/kqTmoyS-gHs

🇺🇦 FIELD REPORTS VS OSINT DATA (1 of 6)

While it may be tempting to assume that 🇺🇦 field reports are on par with 🇷🇺 propaganda, they have actually become better over time and correlate pretty well with OSINT data in the last few weeks. My first real 🧵. 🇺🇦 FIELD REPORTS VS OSINT DATA (2 of 6)

Nobody assumes that field reports are fully accurate. Some may be overly optimistic as officers want to impress their superiors. There will also be losses that field officers aren't aware of.