Candlewebservice
Overview
Candlewebservice provides Candle and TimeAndSale data for particular time period in the past with from-to period via REST-like API. Request structure is similar to How to Request TickData.
Request structure
Available parameters for the Candlewebservice request:
records - record names enumaration (Candle or TimeAndSale)
symbols - comma-separated list of symbols (e.g.
AAPL{=d},GOOG{=d},NFLX). Read the How to Request Candles and CandleSymbol articles to get more informationstart - start time as
YYYYMMDD-HHMMSS[.sss][zone](time string is parsed similarly to DateTimeFormatter that is capable of parsing various data formats, like ISO 8601 some examples) and epoch time (should be in milliseconds)stop - stop time as
YYYYMMDD-HHMMSS[.sss][zone](stop time should be higher than start time)format - output format - text, csv or binary (optional, text by default)
compression - output compression - none, zip or gzip (optional, none by default)
To get help with data extraction for the specified parameters as a tape in the specified format use https://tools-demo.dxfeed.com/candledata-preview?<parameters>. Extracts data for the specified parameters as a tape in the specified format. The full list of parameters is available on the help page.
The result list is sorted by <EventSymbol,Time,Sequence> fields.
Examples
Use demo/demo credentials to check examples. Using a demo account provides reduced history depth and available symbols. Therefore, time period for start and stop parameters should be close to a current day. Find more detailed information at Aggregated Data Services Overview.
Candle Request Example
https://tools-demo.dxfeed.com/candledata-preview?records=Candle&symbols=IBM\{=d}&start=20210506-030000&stop=20210510-100000 to request Candle data.
Response
==HISTORY_DATA
=Candle EventSymbol EventTime Time Sequence Count Open High Low Close Volume VWAP BidVolume AskVolume ImpVolatility OpenInterest
Candle IBM{=d} 20210506-200000.000-0400 20210506-200000-0400 0 27632 145.92 146.14 144.57 145.46 7003467 145.4513332162505 2140438 3094891 0.2221 NaN EventFlags=SNAPSHOT_BEGIN
Candle IBM{=d} 20210506-200000.000-0400 20210506-200000-0400 0 27632 145.92 146.14 144.57 145.46 7003467 145.4513332162505 2140438 3094891 0.2221 NaN
Candle IBM{=d} 20210509-200000.000-0400 20210509-200000-0400 0 24466 145.8 148.38 145.8 146.17 6983377 147.0019104184122 2361835 3441675 0.2384 NaN EventFlags=SNAPSHOT_END
TimeAndSale Request Example
https://tools-demo.dxfeed.com/candledata-preview?records=TimeAndSale&symbols=IBM&start=20210510-093000&stop=20210510-093100 to request TimeAndSale data.
Response
==HISTORY_DATA =TimeAndSale EventSymbol EventTime Time Sequence ExchangeCode Price Size BidPrice AskPrice SaleConditions Flags Buyer Seller TimeAndSale IBM 20210510-093000.136-0400 20210510-093000-0400 136:338 Z 145.93 22 145.64 145.94 " I" 12320 \NULL \NULL EventFlags=SNAPSHOT_BEGIN TimeAndSale IBM 20210510-093000.214-0400 20210510-093000-0400 214:339 K 145.91 1 145.64 145.94 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093000.214-0400 20210510-093000-0400 214:340 K 145.91 6 145.64 145.94 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093000.214-0400 20210510-093000-0400 214:341 K 145.91 6 145.64 145.94 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093000.275-0400 20210510-093000-0400 275:342 Q 146 74 145.64 145.94 " O I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093000.275-0400 20210510-093000-0400 275:343 Q 146 74 145.64 145.94 " Q" 12320 \NULL \NULL TimeAndSale IBM 20210510-093000.450-0400 20210510-093000-0400 450:344 K 145.91 3 145.64 145.94 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093000.495-0400 20210510-093000-0400 495:345 K 145.91 1 145.64 145.94 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093000.656-0400 20210510-093000-0400 656:346 K 145.91 1 145.64 145.94 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093000.815-0400 20210510-093000-0400 815:347 K 145.94 2 145.64 145.94 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093001.257-0400 20210510-093001-0400 257:349 N 145.8 141968 145.64 145.94 " O " 12580 \NULL \NULL TimeAndSale IBM 20210510-093001.257-0400 20210510-093001-0400 257:350 N 145.8 141968 145.64 145.94 " Q" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.258-0400 20210510-093001-0400 258:458 D 145.94 69 145.8 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.259-0400 20210510-093001-0400 259:459 D 145.94 10 145.8 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.268-0400 20210510-093001-0400 268:352 N 145.81 100 145.64 145.94 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093001.270-0400 20210510-093001-0400 270:354 N 145.84 2289 145.8 145.84 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093001.271-0400 20210510-093001-0400 271:355 N 145.84 8 145.8 145.84 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.271-0400 20210510-093001-0400 271:356 N 145.84 10 145.8 145.84 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.271-0400 20210510-093001-0400 271:357 N 145.84 45 145.8 145.84 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.271-0400 20210510-093001-0400 271:359 N 145.84 100 145.8 145.84 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093001.272-0400 20210510-093001-0400 272:361 Q 145.8 97 145.8 145.84 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093001.272-0400 20210510-093001-0400 272:363 Q 145.8 3 145.8 145.84 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093001.273-0400 20210510-093001-0400 273:360 N 145.8 12 145.8 145.84 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093001.273-0400 20210510-093001-0400 273:362 N 145.8 79 145.8 145.84 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093001.275-0400 20210510-093001-0400 275:364 N 145.84 68 145.8 145.84 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.280-0400 20210510-093001-0400 280:366 N 145.84 980 145.81 145.84 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093001.285-0400 20210510-093001-0400 285:367 Z 145.81 11 145.81 145.88 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093001.323-0400 20210510-093001-0400 323:381 D 145.86 1 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.342-0400 20210510-093001-0400 342:368 Q 145.845 17 145.81 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093001.342-0400 20210510-093001-0400 342:369 Q 145.82 83 145.81 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093001.345-0400 20210510-093001-0400 345:371 V 145.81 100 145.81 145.88 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093001.413-0400 20210510-093001-0400 413:372 Z 145.81 5 145.81 145.88 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093001.426-0400 20210510-093001-0400 426:373 Z 145.81 1 145.81 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093001.449-0400 20210510-093001-0400 449:374 Z 145.88 1 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.505-0400 20210510-093001-0400 505:375 Z 145.81 38 145.81 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093001.513-0400 20210510-093001-0400 513:377 D 145.87 100 145.81 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093001.514-0400 20210510-093001-0400 514:385 D 145.88 121 145.81 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093001.783-0400 20210510-093001-0400 783:378 N 145.86 1 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.785-0400 20210510-093001-0400 785:379 U 145.88 99 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.802-0400 20210510-093001-0400 802:380 N 145.88 16 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093001.875-0400 20210510-093001-0400 875:398 D 145.82 100 145.81 145.88 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093001.875-0400 20210510-093001-0400 875:453 D 145.8101 97 145.8 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093002.007-0400 20210510-093002-0400 7:399 D 145.64 1 145.81 145.88 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093002.065-0400 20210510-093002-0400 65:383 D 145.88 100 145.81 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093002.258-0400 20210510-093002-0400 258:386 J 145.87 50 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.282-0400 20210510-093002-0400 282:387 J 145.87 1 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.290-0400 20210510-093002-0400 290:388 J 145.87 1 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.290-0400 20210510-093002-0400 290:389 Z 145.82 1 145.81 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093002.292-0400 20210510-093002-0400 292:390 J 145.87 1 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.292-0400 20210510-093002-0400 292:391 Z 145.82 1 145.81 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093002.293-0400 20210510-093002-0400 293:392 Z 145.82 1 145.81 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093002.293-0400 20210510-093002-0400 293:393 J 145.87 1 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.295-0400 20210510-093002-0400 295:394 J 145.87 1 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.295-0400 20210510-093002-0400 295:395 J 145.87 1 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.361-0400 20210510-093002-0400 361:396 N 145.82 1 145.81 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093002.462-0400 20210510-093002-0400 462:400 Z 145.81 1 145.81 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093002.462-0400 20210510-093002-0400 462:401 Q 145.845 90 145.81 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093002.463-0400 20210510-093002-0400 463:402 J 145.87 1 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.551-0400 20210510-093002-0400 551:411 Z 145.87 100 145.81 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093002.552-0400 20210510-093002-0400 552:404 P 145.88 100 145.81 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093002.552-0400 20210510-093002-0400 552:405 P 145.88 100 145.81 145.88 " Q" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.552-0400 20210510-093002-0400 552:406 P 145.88 2 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.552-0400 20210510-093002-0400 552:408 N 145.88 700 145.81 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093002.552-0400 20210510-093002-0400 552:409 P 145.88 98 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.552-0400 20210510-093002-0400 552:413 N 145.88 100 145.81 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093002.552-0400 20210510-093002-0400 552:414 J 145.88 80 145.81 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.552-0400 20210510-093002-0400 552:416 N 145.88 100 145.81 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093002.585-0400 20210510-093002-0400 585:417 Z 145.82 1 145.81 145.9 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093002.586-0400 20210510-093002-0400 586:418 Z 145.82 1 145.81 145.9 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093002.586-0400 20210510-093002-0400 586:419 Z 145.82 3 145.81 145.9 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093002.603-0400 20210510-093002-0400 603:420 N 145.88 87 145.81 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.603-0400 20210510-093002-0400 603:421 P 145.88 2 145.81 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.603-0400 20210510-093002-0400 603:422 K 145.88 1 145.81 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.603-0400 20210510-093002-0400 603:423 Q 145.88 7 145.81 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093002.802-0400 20210510-093002-0400 802:424 D 145.64 1 145.84 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093002.804-0400 20210510-093002-0400 804:815 D 145.88 1 146.01 146.08 " Z I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093003.096-0400 20210510-093003-0400 96:425 D 145.64 1 145.84 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.297-0400 20210510-093003-0400 297:426 D 145.64 1 145.84 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.398-0400 20210510-093003-0400 398:837 D 145.88 1 146.03 146.09 " Z I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093003.511-0400 20210510-093003-0400 511:428 D 145.85 100 145.84 145.93 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093003.511-0400 20210510-093003-0400 511:493 D 145.8407 2 145.83 145.9 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093003.524-0400 20210510-093003-0400 524:516 D 145.8 8 145.77 145.88 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.524-0400 20210510-093003-0400 524:553 D 145.8 1 145.83 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.524-0400 20210510-093003-0400 524:554 D 145.8 1 145.83 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.524-0400 20210510-093003-0400 524:639 D 145.8 2 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.524-0400 20210510-093003-0400 524:640 D 145.8 15 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.524-0400 20210510-093003-0400 524:641 D 145.8 38 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.524-0400 20210510-093003-0400 524:642 D 145.8 1 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.525-0400 20210510-093003-0400 525:517 D 145.8 10 145.77 145.88 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.525-0400 20210510-093003-0400 525:555 D 145.8 3 145.83 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.525-0400 20210510-093003-0400 525:556 D 145.8 2 145.83 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.525-0400 20210510-093003-0400 525:643 D 145.8 4 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.525-0400 20210510-093003-0400 525:644 D 145.8 38 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.525-0400 20210510-093003-0400 525:645 D 145.8 45 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.526-0400 20210510-093003-0400 526:518 D 145.8 1 145.77 145.88 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.526-0400 20210510-093003-0400 526:557 D 145.8 2 145.83 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.526-0400 20210510-093003-0400 526:558 D 145.8 10 145.83 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.526-0400 20210510-093003-0400 526:559 D 145.8 1 145.83 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.526-0400 20210510-093003-0400 526:646 D 145.8 153 145.91 145.96 " 4Z " 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.526-0400 20210510-093003-0400 526:647 D 145.8 10 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.526-0400 20210510-093003-0400 526:648 D 145.8 1 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.527-0400 20210510-093003-0400 527:519 D 145.8 10 145.77 145.88 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.527-0400 20210510-093003-0400 527:560 D 145.8 50 145.83 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.527-0400 20210510-093003-0400 527:561 D 145.8 159 145.83 145.93 " 4 " 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.527-0400 20210510-093003-0400 527:649 D 145.8 10 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.527-0400 20210510-093003-0400 527:650 D 145.8 1 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.527-0400 20210510-093003-0400 527:651 D 145.8 5 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.527-0400 20210510-093003-0400 527:652 D 145.8 1 145.91 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093003.569-0400 20210510-093003-0400 569:429 D 145.93 80 145.81 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093003.859-0400 20210510-093003-0400 859:880 D 145.85 1 146.03 146.09 " ZI" 12352 \NULL \NULL TimeAndSale IBM 20210510-093003.884-0400 20210510-093003-0400 884:883 D 145.85 1 146.04 146.09 " ZI" 12352 \NULL \NULL TimeAndSale IBM 20210510-093003.896-0400 20210510-093003-0400 896:430 N 145.88 84 145.81 145.93 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093003.896-0400 20210510-093003-0400 896:432 N 145.88 484 145.88 145.93 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093003.897-0400 20210510-093003-0400 897:433 V 145.88 15 145.88 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093003.898-0400 20210510-093003-0400 898:435 V 145.88 185 145.88 145.93 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093003.898-0400 20210510-093003-0400 898:436 V 145.88 15 145.8 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093004.054-0400 20210510-093004-0400 54:443 D 145.865 6 145.8 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093004.158-0400 20210510-093004-0400 158:891 D 145.88 1 146.03 146.09 " ZI" 12352 \NULL \NULL TimeAndSale IBM 20210510-093004.495-0400 20210510-093004-0400 495:441 D 145.93 137 145.8 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093004.496-0400 20210510-093004-0400 496:437 N 145.88 3 145.8 145.93 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093004.496-0400 20210510-093004-0400 496:438 N 145.9 10 145.8 145.93 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093004.496-0400 20210510-093004-0400 496:439 N 145.92 44 145.8 145.93 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093004.618-0400 20210510-093004-0400 618:442 N 145.92 11 145.8 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093004.764-0400 20210510-093004-0400 764:953 D 145.93 1 145.99 146.06 " ZI" 12352 \NULL \NULL TimeAndSale IBM 20210510-093005.056-0400 20210510-093005-0400 56:577 D 145.8 26 145.85 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.061-0400 20210510-093005-0400 61:708 D 145.8 50 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.063-0400 20210510-093005-0400 63:709 D 145.8 8 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.063-0400 20210510-093005-0400 63:710 D 145.8 30 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.117-0400 20210510-093005-0400 117:578 D 145.8 10 145.85 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.119-0400 20210510-093005-0400 119:579 D 145.8 5 145.85 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.121-0400 20210510-093005-0400 121:580 D 145.8 1 145.85 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.121-0400 20210510-093005-0400 121:711 D 145.8 2 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.121-0400 20210510-093005-0400 121:712 D 145.8 1 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.121-0400 20210510-093005-0400 121:713 D 145.8 2 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.121-0400 20210510-093005-0400 121:714 D 145.8 1 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.122-0400 20210510-093005-0400 122:581 D 145.8 3 145.85 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.122-0400 20210510-093005-0400 122:582 D 145.8 1 145.85 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.122-0400 20210510-093005-0400 122:715 D 145.8 1 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.122-0400 20210510-093005-0400 122:716 D 145.8 10 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.122-0400 20210510-093005-0400 122:717 D 145.8 2 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.122-0400 20210510-093005-0400 122:718 D 145.8 1 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.122-0400 20210510-093005-0400 122:719 D 145.8 1 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.123-0400 20210510-093005-0400 123:583 D 145.8 1 145.85 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.123-0400 20210510-093005-0400 123:584 D 145.8 1 145.85 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.123-0400 20210510-093005-0400 123:585 D 145.8 3 145.85 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.123-0400 20210510-093005-0400 123:720 D 145.8 2 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.123-0400 20210510-093005-0400 123:721 D 145.8 3 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.123-0400 20210510-093005-0400 123:722 D 145.8 1 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.124-0400 20210510-093005-0400 124:723 D 145.8 2 145.88 145.96 " 4ZI" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.125-0400 20210510-093005-0400 125:574 D 145.8 75 145.85 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.127-0400 20210510-093005-0400 127:984 D 145.93 1 146 146.03 " ZI" 12352 \NULL \NULL TimeAndSale IBM 20210510-093005.209-0400 20210510-093005-0400 209:444 D 145.8 1 145.8 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093005.431-0400 20210510-093005-0400 431:445 D 145.8 1 145.8 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093005.670-0400 20210510-093005-0400 670:1004 D 145.93 1 145.97 146.03 " ZI" 12352 \NULL \NULL TimeAndSale IBM 20210510-093005.675-0400 20210510-093005-0400 675:1001 D 145.93 1 145.97 146.03 " ZI" 12352 \NULL \NULL TimeAndSale IBM 20210510-093005.740-0400 20210510-093005-0400 740:446 V 145.86 12 145.8 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093005.744-0400 20210510-093005-0400 744:447 V 145.85 4 145.8 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093005.777-0400 20210510-093005-0400 777:455 D 145.92 87 145.8 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093005.777-0400 20210510-093005-0400 777:457 D 145.92 100 145.8 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093005.778-0400 20210510-093005-0400 778:449 V 145.92 100 145.8 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093005.778-0400 20210510-093005-0400 778:450 V 145.93 13 145.8 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093005.778-0400 20210510-093005-0400 778:452 J 145.92 100 145.8 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093005.993-0400 20210510-093005-0400 993:454 N 145.92 45 145.8 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093006.170-0400 20210510-093006-0400 170:1111 D 145.92 1 146.07 146.14 " ZI" 12352 \NULL \NULL TimeAndSale IBM 20210510-093006.527-0400 20210510-093006-0400 527:492 D 145.8 1 145.82 145.9 " 4I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093006.600-0400 20210510-093006-0400 600:513 D 145.8 1 145.77 145.92 " 4I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093006.669-0400 20210510-093006-0400 669:514 D 145.8 1 145.77 145.92 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093006.764-0400 20210510-093006-0400 764:461 D 145.865 262 145.8 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093006.764-0400 20210510-093006-0400 764:463 D 145.865 100 145.8 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093006.975-0400 20210510-093006-0400 975:464 D 145.64 1 145.8 145.93 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093007.034-0400 20210510-093007-0400 34:465 Q 145.86 20 145.8 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.088-0400 20210510-093007-0400 88:466 Q 145.85 20 145.8 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.088-0400 20210510-093007-0400 88:467 Q 145.85 20 145.84 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.089-0400 20210510-093007-0400 89:471 Q 145.84 20 145.84 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.089-0400 20210510-093007-0400 89:473 J 145.84 100 145.84 145.93 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093007.089-0400 20210510-093007-0400 89:475 Z 145.84 100 145.84 145.93 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093007.089-0400 20210510-093007-0400 89:476 Q 145.88 10 145.84 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.089-0400 20210510-093007-0400 89:477 Q 145.9 90 145.84 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093007.089-0400 20210510-093007-0400 89:478 Q 145.84 10 145.84 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:469 N 145.84 100 145.84 145.93 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:470 P 145.84 69 145.84 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:479 K 145.87 1 145.84 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:480 Q 145.87 10 145.84 145.92 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:481 Q 145.84 10 145.8 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:483 Q 145.88 100 145.82 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:484 Q 145.9 10 145.82 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:485 Q 145.86 45 145.86 145.88 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:486 Q 145.86 55 145.82 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:487 Q 145.86 10 145.82 145.92 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:488 Q 145.86 1 145.82 145.92 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.090-0400 20210510-093007-0400 90:489 Z 145.86 10 145.82 145.92 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.091-0400 20210510-093007-0400 91:490 N 145.84 1 145.82 145.92 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093007.091-0400 20210510-093007-0400 91:491 Q 145.86 40 145.82 145.92 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:494 Q 145.83 90 145.83 145.9 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:496 Q 145.83 100 145.83 145.9 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:498 Q 145.81 110 145.8 145.81 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:499 Q 145.81 10 145.8 145.87 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:500 Q 145.81 10 145.8 145.87 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:501 P 145.8 7 145.8 145.87 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:503 N 145.8 2493 145.8 145.87 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:504 P 145.8 1 145.8 145.87 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:505 N 145.8 24 145.8 145.87 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:506 Z 145.8 99 145.8 145.87 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:507 Q 145.8 1 145.77 145.87 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093007.140-0400 20210510-093007-0400 140:509 Q 145.8 100 145.77 145.87 " F " 12612 \NULL \NULL TimeAndSale IBM 20210510-093007.171-0400 20210510-093007-0400 171:510 N 145.83 50 145.77 145.93 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093007.226-0400 20210510-093007-0400 226:511 K 145.89 1 145.77 145.92 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093007.276-0400 20210510-093007-0400 276:512 N 145.86 1 145.77 145.92 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093007.527-0400 20210510-093007-0400 527:544 D 145.89 1 145.8 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093008.214-0400 20210510-093008-0400 214:515 D 145.8 1 145.77 145.88 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093008.961-0400 20210510-093008-0400 961:520 V 145.86 1 145.77 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093009.326-0400 20210510-093009-0400 326:568 D 145.8609 1 145.85 145.92 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:522 N 145.86 100 145.77 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:524 Q 145.86 100 145.77 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:526 N 145.88 110 145.78 145.88 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:528 Q 145.87 100 145.78 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:529 Q 145.88 11 145.78 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:531 Q 145.88 200 145.78 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:532 U 145.88 1 145.8 145.88 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:534 Z 145.86 100 145.8 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:535 Z 145.87 3 145.8 145.88 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:536 Z 145.88 3 145.8 145.88 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:539 V 145.86 99 145.8 145.89 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093009.820-0400 20210510-093009-0400 820:540 V 145.86 1 145.8 145.89 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093009.821-0400 20210510-093009-0400 821:538 P 145.88 100 145.8 145.88 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093009.821-0400 20210510-093009-0400 821:542 D 145.858 100 145.8 145.93 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093010.113-0400 20210510-093010-0400 113:543 D 145.93 1 145.8 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093010.821-0400 20210510-093010-0400 821:546 Q 145.87 100 145.8 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093010.821-0400 20210510-093010-0400 821:548 Q 145.86 100 145.8 145.87 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093010.821-0400 20210510-093010-0400 821:550 Q 145.85 100 145.82 145.93 " F " 12612 \NULL \NULL TimeAndSale IBM 20210510-093010.821-0400 20210510-093010-0400 821:552 Q 145.84 100 145.82 145.93 " F " 12612 \NULL \NULL TimeAndSale IBM 20210510-093011.105-0400 20210510-093011-0400 105:562 Q 145.88 4 145.83 145.93 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093011.214-0400 20210510-093011-0400 214:563 Q 145.88 50 145.83 145.93 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093011.214-0400 20210510-093011-0400 214:564 Q 145.88 17 145.83 145.93 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093011.296-0400 20210510-093011-0400 296:570 D 145.92 100 145.85 145.92 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093011.404-0400 20210510-093011-0400 404:565 Z 145.92 1 145.85 145.92 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093011.404-0400 20210510-093011-0400 404:566 K 145.9 1 145.85 145.92 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093011.404-0400 20210510-093011-0400 404:567 K 145.9 7 145.85 145.92 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093011.528-0400 20210510-093011-0400 528:572 Q 145.92 100 145.85 145.93 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093011.530-0400 20210510-093011-0400 530:573 Q 145.92 25 145.85 145.93 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093012.236-0400 20210510-093012-0400 236:576 D 145.896 100 145.85 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093012.383-0400 20210510-093012-0400 383:607 D 145.64 1 145.86 145.96 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093012.495-0400 20210510-093012-0400 495:792 D 145.9111 1 145.97 146.09 " ZI" 12352 \NULL \NULL TimeAndSale IBM 20210510-093012.501-0400 20210510-093012-0400 501:587 J 145.92 100 145.85 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093012.501-0400 20210510-093012-0400 501:589 P 145.93 100 145.85 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093012.501-0400 20210510-093012-0400 501:590 Z 145.93 50 145.85 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093012.501-0400 20210510-093012-0400 501:591 N 145.92 50 145.85 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093012.501-0400 20210510-093012-0400 501:592 N 145.93 50 145.85 145.93 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093012.501-0400 20210510-093012-0400 501:594 J 145.93 100 145.85 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093012.501-0400 20210510-093012-0400 501:596 K 145.92 100 145.85 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093012.501-0400 20210510-093012-0400 501:598 Y 145.92 100 145.85 145.93 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093012.501-0400 20210510-093012-0400 501:600 Q 145.93 100 145.85 145.94 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093012.501-0400 20210510-093012-0400 501:602 Q 145.93 100 145.87 145.94 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093012.501-0400 20210510-093012-0400 501:603 K 145.93 1 145.87 145.94 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093012.502-0400 20210510-093012-0400 502:605 K 145.94 311 145.87 145.96 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093012.502-0400 20210510-093012-0400 502:606 N 145.94 50 145.87 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093012.542-0400 20210510-093012-0400 542:793 D 145.9533 1 145.97 146.09 " ZI" 12352 \NULL \NULL TimeAndSale IBM 20210510-093012.542-0400 20210510-093012-0400 542:794 D 145.9533 1 145.97 146.09 " ZI" 12352 \NULL \NULL TimeAndSale IBM 20210510-093012.895-0400 20210510-093012-0400 895:608 D 145.64 1 145.86 145.96 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093013.201-0400 20210510-093013-0400 201:609 D 145.8 1 145.86 145.96 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093013.685-0400 20210510-093013-0400 685:610 D 145.64 1 145.86 145.96 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093014.167-0400 20210510-093014-0400 167:611 D 145.91 2 145.86 145.96 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093014.430-0400 20210510-093014-0400 430:636 D 145.74 1 145.92 145.96 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093014.430-0400 20210510-093014-0400 430:637 D 145.74 1 145.92 145.96 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093014.431-0400 20210510-093014-0400 431:638 D 145.74 1 145.92 145.96 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093014.616-0400 20210510-093014-0400 616:612 K 145.96 17 145.86 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093014.616-0400 20210510-093014-0400 616:613 V 145.96 17 145.86 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093014.681-0400 20210510-093014-0400 681:614 N 145.95 19 145.86 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093015.328-0400 20210510-093015-0400 328:615 D 145.8 1 145.86 145.96 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093015.526-0400 20210510-093015-0400 526:616 D 145.8 1 145.86 145.96 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093016.259-0400 20210510-093016-0400 259:620 D 145.96 100 145.86 145.96 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093016.266-0400 20210510-093016-0400 266:618 D 145.91 150 145.86 145.96 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093016.621-0400 20210510-093016-0400 621:621 P 145.95 1 145.91 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093016.725-0400 20210510-093016-0400 725:622 D 145.9101 1 145.91 145.96 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093016.777-0400 20210510-093016-0400 777:623 D 145.96 200 145.91 145.96 " 7 V" 12576 \NULL \NULL TimeAndSale IBM 20210510-093016.845-0400 20210510-093016-0400 845:625 N 145.96 100 145.91 145.96 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093016.845-0400 20210510-093016-0400 845:627 N 145.96 100 145.91 145.96 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093016.846-0400 20210510-093016-0400 846:629 N 145.96 100 145.91 145.96 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093016.846-0400 20210510-093016-0400 846:631 N 145.96 100 145.91 145.96 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093016.846-0400 20210510-093016-0400 846:632 K 145.96 83 145.91 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093016.846-0400 20210510-093016-0400 846:634 N 145.96 100 145.91 145.96 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093016.846-0400 20210510-093016-0400 846:635 N 145.96 92 145.92 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093017.699-0400 20210510-093017-0400 699:653 D 145.9316 1 145.92 145.96 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093017.791-0400 20210510-093017-0400 791:654 D 145.94 1 145.92 145.96 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093018.613-0400 20210510-093018-0400 613:655 P 145.93 18 145.93 145.96 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093018.613-0400 20210510-093018-0400 613:657 Q 145.93 100 145.93 145.96 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093018.613-0400 20210510-093018-0400 613:658 Q 145.93 10 145.91 145.96 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093018.613-0400 20210510-093018-0400 613:659 Q 145.95 10 145.91 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093018.682-0400 20210510-093018-0400 682:661 D 145.945 100 145.93 145.96 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093018.885-0400 20210510-093018-0400 885:662 N 145.96 50 145.93 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093018.885-0400 20210510-093018-0400 885:663 N 145.96 50 145.93 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093018.885-0400 20210510-093018-0400 885:664 N 145.96 58 145.93 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093018.885-0400 20210510-093018-0400 885:665 N 145.96 50 145.93 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093018.885-0400 20210510-093018-0400 885:667 N 145.96 108 145.93 145.96 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093018.885-0400 20210510-093018-0400 885:668 N 145.96 58 145.93 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093018.885-0400 20210510-093018-0400 885:669 N 145.96 42 145.93 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093018.885-0400 20210510-093018-0400 885:670 N 145.96 13 145.93 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093018.885-0400 20210510-093018-0400 885:671 N 145.96 50 145.93 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093018.885-0400 20210510-093018-0400 885:672 Q 145.96 37 145.93 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093018.888-0400 20210510-093018-0400 888:674 N 145.96 137 145.94 145.96 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093018.888-0400 20210510-093018-0400 888:676 N 145.96 217 145.94 145.96 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093018.889-0400 20210510-093018-0400 889:678 N 145.96 100 145.94 145.96 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093018.965-0400 20210510-093018-0400 965:680 K 145.94 100 145.94 145.96 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093018.965-0400 20210510-093018-0400 965:682 Q 145.94 100 145.94 145.96 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093018.965-0400 20210510-093018-0400 965:684 Q 145.94 100 145.94 145.96 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093018.965-0400 20210510-093018-0400 965:685 Q 145.94 10 145.94 145.96 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093018.990-0400 20210510-093018-0400 990:687 D 145.93 100 145.9 145.96 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093018.998-0400 20210510-093018-0400 998:688 J 145.96 23 145.9 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093019.361-0400 20210510-093019-0400 361:689 D 145.8 1 145.9 145.96 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093019.476-0400 20210510-093019-0400 476:691 D 145.93 100 145.9 145.96 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093019.479-0400 20210510-093019-0400 479:693 D 145.93 1900 145.9 145.96 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093019.555-0400 20210510-093019-0400 555:694 D 145.8 1 145.9 145.96 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093019.793-0400 20210510-093019-0400 793:695 D 145.959 18 145.9 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093020.055-0400 20210510-093020-0400 55:697 J 145.9 100 145.9 145.96 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093020.056-0400 20210510-093020-0400 56:699 Q 145.9 100 145.9 145.94 " F " 12612 \NULL \NULL TimeAndSale IBM 20210510-093020.056-0400 20210510-093020-0400 56:701 N 145.89 100 145.89 145.94 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093020.056-0400 20210510-093020-0400 56:703 N 145.88 100 145.88 145.94 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093020.056-0400 20210510-093020-0400 56:705 N 145.87 100 145.88 145.94 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093020.057-0400 20210510-093020-0400 57:706 K 145.86 8 145.87 145.94 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093020.061-0400 20210510-093020-0400 61:707 D 145.8846 1 145.87 145.94 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093020.326-0400 20210510-093020-0400 326:725 V 145.94 100 145.88 145.96 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093020.328-0400 20210510-093020-0400 328:727 N 145.95 100 145.88 145.96 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093020.648-0400 20210510-093020-0400 648:729 Y 145.95 100 145.88 145.96 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093020.864-0400 20210510-093020-0400 864:744 D 145.96 1 145.93 145.99 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093022.803-0400 20210510-093022-0400 803:730 N 145.95 50 145.89 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093022.803-0400 20210510-093022-0400 803:731 N 145.96 48 145.89 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093022.803-0400 20210510-093022-0400 803:732 Q 145.96 3 145.89 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093022.803-0400 20210510-093022-0400 803:733 Q 145.96 97 145.89 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093022.803-0400 20210510-093022-0400 803:734 Q 145.96 14 145.89 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093022.803-0400 20210510-093022-0400 803:735 Z 145.96 5 145.89 145.96 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093022.803-0400 20210510-093022-0400 803:736 N 145.96 84 145.89 145.96 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093022.803-0400 20210510-093022-0400 803:738 N 145.96 113 145.89 145.99 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093022.804-0400 20210510-093022-0400 804:739 P 145.99 50 145.92 145.99 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093022.804-0400 20210510-093022-0400 804:740 Z 145.99 1 145.92 145.99 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093022.804-0400 20210510-093022-0400 804:741 P 145.99 2 145.92 145.99 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093022.804-0400 20210510-093022-0400 804:742 N 145.99 10 145.92 145.99 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093023.353-0400 20210510-093023-0400 353:743 D 145.921 10 145.92 145.99 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093024.938-0400 20210510-093024-0400 938:745 U 145.99 3 145.93 145.99 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093024.974-0400 20210510-093024-0400 974:746 D 145.948 1 145.93 145.99 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093025.474-0400 20210510-093025-0400 474:795 D 145.99 5 145.97 146.08 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093025.899-0400 20210510-093025-0400 899:791 D 145.8 1 145.98 146.09 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093025.950-0400 20210510-093025-0400 950:801 D 145.99 200 145.99 146.08 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093025.954-0400 20210510-093025-0400 954:748 N 145.99 300 145.93 146 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093025.954-0400 20210510-093025-0400 954:750 N 145.99 143 145.93 146 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093025.954-0400 20210510-093025-0400 954:752 C 145.99 100 145.93 146 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093025.954-0400 20210510-093025-0400 954:753 Z 145.99 7 145.93 146 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093025.954-0400 20210510-093025-0400 954:754 Q 145.99 10 145.95 146 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093025.954-0400 20210510-093025-0400 954:756 U 146 100 145.96 146 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:758 Z 146 100 145.96 146 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:759 K 146 5 145.96 146 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:760 K 146 1 145.96 146 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:761 K 146 1 145.96 146 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:762 N 146 3 145.96 146 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:764 N 146 100 145.96 146 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:765 K 146 1 145.96 146 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:766 K 146 7 145.96 146 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:768 K 146 100 145.96 146 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:769 K 146 1 145.96 146 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:770 P 146 1 145.97 146 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:771 P 146 8 145.97 146 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:772 P 146 5 145.97 146 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:773 P 146 45 145.97 146 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:774 P 146 50 145.97 146 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:776 N 146 2137 145.97 146 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093025.955-0400 20210510-093025-0400 955:778 X 146 100 145.97 146 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093025.956-0400 20210510-093025-0400 956:779 K 146.05 5 145.99 146.05 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093025.956-0400 20210510-093025-0400 956:781 K 146.05 263 145.99 146.05 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093025.956-0400 20210510-093025-0400 956:782 K 146.05 8 145.99 146.09 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093025.956-0400 20210510-093025-0400 956:783 D 146 1 145.99 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093025.956-0400 20210510-093025-0400 956:784 K 146.05 65 145.99 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093025.956-0400 20210510-093025-0400 956:785 N 146.08 30 145.99 146.09 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093025.956-0400 20210510-093025-0400 956:786 P 146.09 18 145.99 146.09 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093025.956-0400 20210510-093025-0400 956:788 K 146.1 152 145.99 146.09 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093025.956-0400 20210510-093025-0400 956:790 D 146.015 1 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093025.957-0400 20210510-093025-0400 957:789 Q 146.08 2 146.02 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093025.965-0400 20210510-093025-0400 965:797 D 146.09 3 145.97 146.08 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093026.005-0400 20210510-093026-0400 5:796 D 145.64 1 145.97 146.08 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093026.162-0400 20210510-093026-0400 162:799 Q 146.07 100 145.97 146.08 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093027.373-0400 20210510-093027-0400 373:802 D 145.8 1 145.98 146.08 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093027.658-0400 20210510-093027-0400 658:803 D 145.8 1 145.98 146.08 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093027.806-0400 20210510-093027-0400 806:804 Y 146.06 2 145.98 146.08 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093027.806-0400 20210510-093027-0400 806:805 Y 146.07 98 145.98 146.08 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093027.806-0400 20210510-093027-0400 806:811 D 146.08 100 146 146.09 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093027.806-0400 20210510-093027-0400 806:813 D 146.08 100 146.01 146.09 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093027.807-0400 20210510-093027-0400 807:807 C 146.08 100 145.98 146.08 " F " 12580 \NULL \NULL TimeAndSale IBM 20210510-093027.832-0400 20210510-093027-0400 832:809 D 146.03 200 145.98 146.08 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093028.051-0400 20210510-093028-0400 51:814 D 146.01 1 146.01 146.08 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093028.651-0400 20210510-093028-0400 651:816 D 145.8 1 146.03 146.09 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093028.676-0400 20210510-093028-0400 676:817 D 145.8 1 146.03 146.09 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093028.849-0400 20210510-093028-0400 849:818 N 146.09 7 146.03 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093029.549-0400 20210510-093029-0400 549:819 D 145.8 1 146 146.09 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093029.596-0400 20210510-093029-0400 596:820 D 146.04 1 146 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093029.615-0400 20210510-093029-0400 615:821 D 146 1 146 146.08 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093030.818-0400 20210510-093030-0400 818:865 D 146.0371 309 146 146.09 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093031.450-0400 20210510-093031-0400 450:822 D 146.0405 16 146 146.08 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093031.705-0400 20210510-093031-0400 705:823 Q 146.02 41 146 146.08 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093032.154-0400 20210510-093032-0400 154:824 D 145.8 1 146 146.08 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093032.497-0400 20210510-093032-0400 497:830 D 146.08 100 146 146.08 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093032.501-0400 20210510-093032-0400 501:826 D 146.04 100 146 146.08 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093032.543-0400 20210510-093032-0400 543:833 D 146.08 100 146 146.08 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093032.545-0400 20210510-093032-0400 545:828 D 146.04 100 146 146.08 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093033.012-0400 20210510-093033-0400 12:831 Q 146.02 8 146 146.08 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093034.030-0400 20210510-093034-0400 30:834 D 145.8 1 146 146.08 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093034.217-0400 20210510-093034-0400 217:835 Q 146.04 17 146 146.08 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093034.643-0400 20210510-093034-0400 643:836 D 145.8 1 146.03 146.09 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093035.218-0400 20210510-093035-0400 218:839 P 146.03 100 146.03 146.09 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093035.218-0400 20210510-093035-0400 218:841 N 146.03 100 146.03 146.09 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093035.218-0400 20210510-093035-0400 218:843 Q 146.03 100 146.03 146.04 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093035.218-0400 20210510-093035-0400 218:844 Q 146.03 1 146.03 146.04 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093035.218-0400 20210510-093035-0400 218:846 J 146.03 100 146.03 146.04 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093035.218-0400 20210510-093035-0400 218:848 Z 146.03 100 146.02 146.04 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093035.219-0400 20210510-093035-0400 219:850 Q 146.03 149 146 146.04 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093035.746-0400 20210510-093035-0400 746:852 D 146.045 100 146 146.09 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093036.220-0400 20210510-093036-0400 220:853 Q 146 58 146 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093036.869-0400 20210510-093036-0400 869:855 V 146.055 111 146.02 146.09 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093037.220-0400 20210510-093037-0400 220:856 Q 146.02 91 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093037.539-0400 20210510-093037-0400 539:857 D 146.09 1 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093037.569-0400 20210510-093037-0400 569:858 D 146.09 1 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093037.574-0400 20210510-093037-0400 574:859 D 146.09 1 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093037.576-0400 20210510-093037-0400 576:860 D 146.09 1 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093037.582-0400 20210510-093037-0400 582:861 D 146.09 1 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093037.587-0400 20210510-093037-0400 587:862 D 146.09 1 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093037.683-0400 20210510-093037-0400 683:863 D 146.05 30 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093038.116-0400 20210510-093038-0400 116:866 D 146.0219 3 146.01 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093038.846-0400 20210510-093038-0400 846:868 N 146.07 100 146.01 146.09 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093038.846-0400 20210510-093038-0400 846:869 N 146.08 3 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093038.846-0400 20210510-093038-0400 846:870 C 146.07 17 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093038.846-0400 20210510-093038-0400 846:871 Z 146.07 8 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093038.846-0400 20210510-093038-0400 846:872 Q 146.07 13 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093039.268-0400 20210510-093039-0400 268:877 D 146.0502 100 146.03 146.09 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093039.545-0400 20210510-093039-0400 545:874 V 146.055 300 146.02 146.09 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093040.071-0400 20210510-093040-0400 71:875 D 146.09 50 146.03 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093040.267-0400 20210510-093040-0400 267:879 D 146.0727 100 146.03 146.09 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093040.705-0400 20210510-093040-0400 705:881 D 146.09 1 146.03 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093040.779-0400 20210510-093040-0400 779:882 Q 146.08 13 146.04 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093040.863-0400 20210510-093040-0400 863:884 D 146.03 1 146.03 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093041.284-0400 20210510-093041-0400 284:885 D 146.09 1 146.03 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093042.176-0400 20210510-093042-0400 176:886 D 146.09 1 146.03 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093042.878-0400 20210510-093042-0400 878:887 D 146.09 1 146.03 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093042.965-0400 20210510-093042-0400 965:888 D 146.09 1 146.03 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093043.053-0400 20210510-093043-0400 53:889 D 146.09 1 146.03 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093043.159-0400 20210510-093043-0400 159:890 D 146.09 1 146.01 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093043.927-0400 20210510-093043-0400 927:892 Q 146.04 24 146.03 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093044.241-0400 20210510-093044-0400 241:893 D 146.09 1 146.03 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093044.927-0400 20210510-093044-0400 927:894 Q 146.04 3 146.03 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093045.479-0400 20210510-093045-0400 479:895 D 146.0435 1 146.03 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093045.686-0400 20210510-093045-0400 686:896 D 146.09 1 146.03 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093046.358-0400 20210510-093046-0400 358:897 Q 146.04 20 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093046.358-0400 20210510-093046-0400 358:898 Q 146.03 1 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093046.358-0400 20210510-093046-0400 358:899 U 146.05 5 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.305-0400 20210510-093047-0400 305:900 D 146.09 1 146.02 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093047.359-0400 20210510-093047-0400 359:901 N 146.04 5 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.359-0400 20210510-093047-0400 359:902 N 146.03 7 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.359-0400 20210510-093047-0400 359:903 P 146.03 7 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.359-0400 20210510-093047-0400 359:904 P 146.03 18 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.359-0400 20210510-093047-0400 359:905 Q 146.03 78 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.359-0400 20210510-093047-0400 359:906 Q 146.03 21 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.359-0400 20210510-093047-0400 359:908 Q 146.02 100 146.02 146.09 " F " 12612 \NULL \NULL TimeAndSale IBM 20210510-093047.359-0400 20210510-093047-0400 359:909 K 146.03 4 146.02 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.359-0400 20210510-093047-0400 359:910 K 146.03 1 146.01 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.359-0400 20210510-093047-0400 359:911 K 146.03 4 146.01 146.09 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.360-0400 20210510-093047-0400 360:912 P 146.01 4 146.01 146.05 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.360-0400 20210510-093047-0400 360:913 K 146 95 146 146.05 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.360-0400 20210510-093047-0400 360:914 P 146 2 146 146.05 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.360-0400 20210510-093047-0400 360:915 P 146 14 146 146.05 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.360-0400 20210510-093047-0400 360:916 K 146 5 146 146.05 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.360-0400 20210510-093047-0400 360:918 K 146 100 146 146.04 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093047.360-0400 20210510-093047-0400 360:919 Q 146 42 146 146.04 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093047.360-0400 20210510-093047-0400 360:921 Q 146 195 145.99 146.04 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093047.939-0400 20210510-093047-0400 939:922 D 146.08 1 145.96 146.08 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093048.063-0400 20210510-093048-0400 63:930 D 145.8 1 145.99 146.07 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093048.360-0400 20210510-093048-0400 360:923 Q 145.96 13 145.96 146.08 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093048.730-0400 20210510-093048-0400 730:924 D 145.996 20 145.98 146.07 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093049.149-0400 20210510-093049-0400 149:926 D 146.015 500 145.96 146.07 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093049.360-0400 20210510-093049-0400 360:927 Q 145.96 44 145.95 146.06 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093049.534-0400 20210510-093049-0400 534:931 D 145.8 1 145.99 146.07 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093049.569-0400 20210510-093049-0400 569:929 V 146.03 100 145.99 146.07 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093049.885-0400 20210510-093049-0400 885:932 D 146.07 1 145.99 146.07 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093050.132-0400 20210510-093050-0400 132:933 P 146.05 5 145.99 146.07 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093050.136-0400 20210510-093050-0400 136:934 D 146.07 1 145.99 146.07 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093050.361-0400 20210510-093050-0400 361:935 Q 145.99 72 145.99 146.06 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093050.978-0400 20210510-093050-0400 978:937 Y 145.99 100 145.98 146.07 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093050.992-0400 20210510-093050-0400 992:938 D 146.06 1 145.98 146.06 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093051.325-0400 20210510-093051-0400 325:954 D 145.9877 5 145.99 146.05 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093051.363-0400 20210510-093051-0400 363:939 N 145.98 50 145.98 146.03 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093051.363-0400 20210510-093051-0400 363:941 Q 145.98 100 145.96 145.99 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093051.363-0400 20210510-093051-0400 363:943 Q 145.98 100 145.96 145.99 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093051.363-0400 20210510-093051-0400 363:944 Z 145.97 13 145.95 145.99 " F I" 12576 \NULL \NULL TimeAndSale IBM 20210510-093051.363-0400 20210510-093051-0400 363:945 Z 145.97 37 145.95 145.99 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093051.363-0400 20210510-093051-0400 363:946 N 145.96 46 145.95 145.99 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093051.363-0400 20210510-093051-0400 363:947 N 145.96 23 145.95 145.99 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093051.363-0400 20210510-093051-0400 363:948 Q 145.99 95 145.96 145.99 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093051.363-0400 20210510-093051-0400 363:949 Q 145.99 10 145.96 145.99 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093051.364-0400 20210510-093051-0400 364:950 K 145.99 10 145.96 145.99 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093051.364-0400 20210510-093051-0400 364:951 Q 145.98 10 145.96 145.99 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093051.364-0400 20210510-093051-0400 364:952 Q 145.98 20 145.96 146.07 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093052.003-0400 20210510-093052-0400 3:956 V 146.01 200 145.99 146.03 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093052.306-0400 20210510-093052-0400 306:957 Q 146.02 5 145.99 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093052.306-0400 20210510-093052-0400 306:958 Q 146.02 40 145.99 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093052.306-0400 20210510-093052-0400 306:959 Q 146.03 9 145.99 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093052.306-0400 20210510-093052-0400 306:960 Q 146.03 55 145.99 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093052.306-0400 20210510-093052-0400 306:961 Q 146.03 45 145.99 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093052.306-0400 20210510-093052-0400 306:963 U 146.03 100 145.99 146.04 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093052.306-0400 20210510-093052-0400 306:965 P 146.04 100 146 146.04 " " 12324 \NULL \NULL TimeAndSale IBM 20210510-093052.306-0400 20210510-093052-0400 306:966 N 146.07 86 146.02 146.09 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093052.306-0400 20210510-093052-0400 306:968 V 146.03 176 146.02 146.09 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093052.307-0400 20210510-093052-0400 307:970 D 146.03 100 146.01 146.09 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093052.364-0400 20210510-093052-0400 364:973 Q 146.03 10 146.02 146.07 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093052.365-0400 20210510-093052-0400 365:972 N 146.03 100 146.02 146.07 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093052.471-0400 20210510-093052-0400 471:974 D 145.8 1 146.01 146.04 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093052.679-0400 20210510-093052-0400 679:975 Y 146.03 38 146 146.07 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093052.679-0400 20210510-093052-0400 679:976 Y 146.03 62 146 146.07 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093052.939-0400 20210510-093052-0400 939:979 K 146 100 146 146.03 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093052.939-0400 20210510-093052-0400 939:981 Q 146 100 145.99 146.03 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093052.940-0400 20210510-093052-0400 940:977 P 146 1 146 146.03 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093053.625-0400 20210510-093053-0400 625:982 D 146.0078 37 146 146.03 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093053.933-0400 20210510-093053-0400 933:983 D 146.0299 68 146 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093054.612-0400 20210510-093054-0400 612:985 D 145.8 1 146 146.03 " 4 I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093054.819-0400 20210510-093054-0400 819:987 Q 146 100 146 146.03 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093054.819-0400 20210510-093054-0400 819:989 Q 146 100 145.99 146.03 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093055.334-0400 20210510-093055-0400 334:991 D 146 100 145.97 146.03 " " 12356 \NULL \NULL TimeAndSale IBM 20210510-093055.357-0400 20210510-093055-0400 357:992 D 146.03 1 145.98 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093055.658-0400 20210510-093055-0400 658:993 D 146.03 1 145.96 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093056.669-0400 20210510-093056-0400 669:994 Q 145.98 1 145.96 146.01 " F I" 12608 \NULL \NULL TimeAndSale IBM 20210510-093057.545-0400 20210510-093057-0400 545:995 D 146.03 1 145.96 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093057.919-0400 20210510-093057-0400 919:9I" D 146.03 69 145.96 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093058.166-0400 20210510-093058-0400 166:997 D 146.03 1 145.96 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093058.453-0400 20210510-093058-0400 453:998 Z 145.97 1 145.96 146.03 " I" 12352 \NULL \NULL TimeAndSale IBM 20210510-093059.549-0400 20210510-093059-0400 549:999 Z 146.02 1 145.97 146.03 " I" 12320 \NULL \NULL TimeAndSale IBM 20210510-093059.549-0400 20210510-093059-0400 549:1000 Z 146.02 1 145.97 146.03 " I" 12320 \NULL \NULL EventFlags=SNAPSHOT_END
Java parsing sample
Below is a Java sample that parses responses with different compression formats from Candlewebservice:
package com.devexperts.mdd.candlewebservice.sample;
import com.devexperts.io.ByteArrayInput;
import com.devexperts.io.ByteArrayOutput;
import com.devexperts.io.StreamCompression;
import com.devexperts.io.URLInputStream;
import com.devexperts.qd.DataIterator;
import com.devexperts.qd.DataRecord;
import com.devexperts.qd.QDContract;
import com.devexperts.qd.QDFactory;
import com.devexperts.qd.ng.RecordCursor;
import com.devexperts.qd.ng.RecordSource;
import com.devexperts.qd.qtp.AbstractQTPParser;
import com.devexperts.qd.qtp.BinaryQTPParser;
import com.devexperts.qd.qtp.MessageConsumerAdapter;
import com.devexperts.qd.qtp.MessageType;
import com.devexperts.qd.qtp.text.TextDelimiters;
import com.devexperts.qd.qtp.text.TextQTPParser;
import com.dxfeed.api.impl.EventDelegateFlags;
import com.dxfeed.event.candle.Candle;
import com.dxfeed.event.candle.CandleDelegate;
import com.dxfeed.event.market.TimeAndSale;
import com.dxfeed.event.market.TimeAndSaleDelegate;
import java.io.IOException;
import java.io.InputStream;
import java.net.URLConnection;
import java.util.ArrayList;
import java.util.EnumSet;
import java.util.List;
/**
* Demonstrates how to parse response from CandleData service. Best practices:
* <ul>
* <li>Request data in binary format: 'format=binary'</li>
* <li>Request compressed data: 'compression=zip'</li>
* </ul>
* It allows to noticeably reduce amount of transferred data and time of the response.
* <p>
* Sample shows only how to extract {@link Candle} events from the response and doesn't act as best practice
* for near-lying things, e.g. establishing connection, getting the response and so on.
*/
public class CandleDataResponseReader {
private static final DataRecord CANDLE_RECORD = QDFactory.getDefaultScheme().findRecordByName("Candle");
private static final DataRecord TIME_AND_SALE_RECORD = QDFactory.getDefaultScheme().findRecordByName("TimeAndSale");
private CandleDataResponseReader() {
}
public static void main(String[] args) throws IOException {
// below is a sample for BASIC auth method, auth method doesn't affect data in response
String user = "user";
String password = "password";
// recommended way to request candles
String candlesUrl = "https://tools.dxfeed.com/candledata?records=Candle&symbols=AIV{=d}&start=20201201-000000&stop=20210101-000000";
requestBinaryCandles(candlesUrl + "&format=binary&compression=zip", user, password);
// sample for csv, can be used for debugging purposes
requestCsvCandles(candlesUrl + "&format=csv&compression=zip", user, password);
// recommended way to request TimeAndSale
String tnsUrl = "https://tools.dxfeed.com/candledata?records=TimeAndSale&symbols=AAPL&start=20210504-120000&stop=20210504-130000";
requestBinaryTns(tnsUrl + "&format=binary&compression=zip", user, password);
// sample for csv, can be used for debugging purposes
requestCsvTns(tnsUrl + "&format=csv&compression=zip", user, password);
}
private static void requestBinaryCandles(String url, String user, String password) throws IOException {
byte[] bytes = responseToBytes(url, user, password);
System.out.println("Received binary: " + bytes.length + " bytes");
// parser is not thread safe and it's better to create parser for each processing thread
BinaryQTPParser parser = new BinaryQTPParser(QDFactory.getDefaultScheme());
List<Candle> result = getCandlesFromStream(bytes, parser);
System.out.println("Received candles count: " + result.size());
}
private static void requestBinaryTns(String url, String user, String password) throws IOException {
byte[] bytes = responseToBytes(url, user, password);
System.out.println("Received binary: " + bytes.length + " bytes");
// parser is not thread safe and it's better to create parser for each processing thread
BinaryQTPParser parser = new BinaryQTPParser(QDFactory.getDefaultScheme());
List<TimeAndSale> result = getTnsFromStream(bytes, parser);
System.out.println("Received tns count: " + result.size());
}
private static void requestCsvCandles(String url, String user, String password) throws IOException {
byte[] bytes = responseToBytes(url, user, password);
System.out.println("Received binary: " + bytes.length + " bytes");
// parser is not thread safe and it's better to create parser for each processing thread
TextQTPParser parser = new TextQTPParser(QDFactory.getDefaultScheme(), MessageType.STREAM_DATA);
parser.setDelimiters(TextDelimiters.COMMA_SEPARATED);
List<Candle> result = getCandlesFromStream(bytes, parser);
System.out.println("Received candles count: " + result.size());
}
private static void requestCsvTns(String url, String user, String password) throws IOException {
byte[] bytes = responseToBytes(url, user, password);
System.out.println("Received binary: " + bytes.length + " bytes");
// parser is not thread safe and it's better to create parser for each processing thread
TextQTPParser parser = new TextQTPParser(QDFactory.getDefaultScheme(), MessageType.STREAM_DATA);
parser.setDelimiters(TextDelimiters.COMMA_SEPARATED);
List<TimeAndSale> result = getTnsFromStream(bytes, parser);
System.out.println("Received tns count: " + result.size());
}
private static byte[] responseToBytes(String url, String user, String password) throws IOException {
URLConnection connection = URLInputStream.openConnection(URLInputStream.resolveURL(url), user, password);
// any library or java 9+ to extract bytes from the input stream
return zipToByteArray(connection);
}
private static byte[] zipToByteArray(URLConnection connection) throws IOException {
StreamCompression streamCompression = StreamCompression.ZIP;
InputStream inputStream = streamCompression.decompress(connection.getInputStream());
ByteArrayOutput bao = new ByteArrayOutput();
int nRead;
byte[] data = new byte[16384];
while ((nRead = inputStream.read(data, 0, data.length)) != -1) {
bao.write(data, 0, nRead);
}
return bao.toByteArray();
}
private static List<Candle> getCandlesFromStream(byte[] bytes, AbstractQTPParser parser) {
parser.setInput(new ByteArrayInput(bytes));
// candle delegate is thread safe
CandleDelegate candleDelegate = new CandleDelegate(CANDLE_RECORD, QDContract.HISTORY, EnumSet.noneOf(EventDelegateFlags.class));
List<Candle> result = new ArrayList<>();
parser.parse(new MessageConsumerAdapter() {
public void processData(DataIterator iterator, MessageType message) {
RecordSource source = (RecordSource) iterator;
RecordCursor cursor;
while ((cursor = source.next()) != null) {
result.add(candleDelegate.createEvent(cursor));
}
}
});
return result;
}
private static List<TimeAndSale> getTnsFromStream(byte[] bytes, AbstractQTPParser parser) {
parser.setInput(new ByteArrayInput(bytes));
// candle delegate is thread safe
TimeAndSaleDelegate tnsDelegate = new TimeAndSaleDelegate(TIME_AND_SALE_RECORD, QDContract.HISTORY, EnumSet.noneOf(EventDelegateFlags.class));
List<TimeAndSale> result = new ArrayList<>();
parser.parse(new MessageConsumerAdapter() {
public void processData(DataIterator iterator, MessageType message) {
RecordSource source = (RecordSource) iterator;
RecordCursor cursor;
while ((cursor = source.next()) != null) {
result.add(tnsDelegate.createEvent(cursor));
}
}
});
return result;
}
}Flags
EvengtFlags=SNAPSHOT_BEGINmeans that it's a beginning of historical snapshot for particular symbol.EvengtFlags=SNAPSHOT_ENDmeans that historical snapshot has ended for particular symbol and no more events will appear for this symbol.
Recommendations
Use binary format and zip compression to improve response time. Please check allowance of used API for this purpose.
Some formal agreements:
It's possible to request number of symbols limited by standard GET request rules
Regexp and patterns are not allowed and such requests will be treated like request only for particular symbol
The service is intended to deliver historical snapshots of data and NOT for multiple polls to emulate live data streaming
Note
Note that:
To receive Candle Data, specify the aggregation type only in the symbol. 'records' attribute must be equal to Candle or TimeAndSale. Records with aggregation type, specified in the event, like Trade.1min, Trade.Day, DailyCandle, etc., are not supported. For example, the correct request is
records=Candle&symbols=IBM{=d}.This service shows all processed events till passed stop time (e.g. doesn't have a delay in 5 minutes - 1 day like TickData).
URL encoding
If you use a URL request to get IPF, some URL chapters should be encoded because characters are not used in their special role. URL encoding of a character consists of a % symbol, followed by the two-digit hexadecimal representation (case-insensitive) of the ISO-Latin code point for the character.
Character | Code Points (Hex) | Code Points (Dec) |
|---|---|---|
Ampersand ("&") | 26 | 38 |
Colon (":") | 3A | 58 |
Comma (",") | 2C | 44 |
Dollar ("$") | 24 | 36 |
Equals ("=") | 3D | 61 |
Forward slash/Virgule ("/") | 2F | 47 |
Plus ("+") | 2B | 43 |
Question mark ("?") | 3F | 63 |
Semi-colon (";") | 3B | 59 |
Examples
"&" = "%26"
"+" = "%2B"