Sentiment Analysis 2.0: Top coins for the week starting May 28

[remystephens]

Finally, let's take things up a notch.

Sorry again for the lack of posts this week, but I promise it's well worth it. Today I'm releasing my new and improved sentiment analysis system moving forward, upgrading both the analysis and graphics of what I'm putting out.

A quick overview:

• I've automated most of the process, utilizing a python-based Twitter scrape, which allowed me to increase the list of crypto traders and influencers I follow from 40 to 100. I'm taking in a lot more data as well, which will allow me to expand my analysis and content moving forward.

• For sentiment analysis, I'm starting with a base of the Google Natural Language API, while simultaneously beginning efforts to use machine-learning to train a better model.

• Finally, from the analysis side, my new power rating is a weighted formula that takes into account both the sentiment and volume of a coin's mention on social media.

The graphics

The pic below will give you a guide to the new graphic layout for rankings:

Things will be added and tweaked as time goes on, but a lot more data on here. Don't forget about news items! You don't want to get caught in a news dump.

$BTC

Another rough week for the big boy...

Sentiment has been...erratic. It seems like every time we stabilize for a moment, sentiment creeps back up just to get washed down again. There's no meaningful sign of improved confidence at this point which you'd like to see before the market turns around.

I'd like to see a significant push upwards, like we had in reverse a few weeks ago. Until then, trading crypto strikes me as a big risk.

The top 15 coins

The one thing that's nice about sentiment analysis in a down market is that it really allows you to root out strength in weakness. These coins shined through a pretty thoroughly shitty week. Several news items this week as well. Pay attention to the dates and follow closely as coins often dump when news is released.

15.

14.

12. (tie)

12. (tie)

11. $PHR

9. (tie)

9. (tie)

8.

7.

6.

5.

4.

3.

2.

1.

Everything

As always, here is all the data I collected this week:

Coin	Power Rating (of 100)	Volume	Sentiment (of 100)	Passion(of 100)	Influencers
ACAT	48	1	95	66	1
ADA	74.5	7	60	47	4
AION	11.5	1	22	9	1
AIX	6.5	1	12	9	1
AKL	11.5	1	22	9	1
ALQO	39.5	3	8	53	2
APH	35.5	1	68	97	1
APPC	11.5	1	22	9	1
ARDR	47	2	43	20	2
ARK	45.5	1	90	53	1
AURA	73	3	77	28	3
BAT	57.5	2	62	53	1
BBK	11.5	1	22	0	1
BCC	4.5	1	8	84	1
BCH	56.5	9	20	23	4
BCN	36.5	2	21	84	2
BIS	38	3	7	75	3
BITG	11.5	1	22	0	1
BIX	25.5	1	50	28	1
BLOCK	57.5	2	62	73	2
BLZ	48	2	43	36	2
BMC	43	1	86	84	1
BNB	11.5	1	22	0	1
BPT	45.5	3	22	27	2
BTC	71	271	41	50	61
BTX	39	4	0	98	1
BUSS	43	1	86	38	1
CNN	55	3	42	24	1
COLX	43	1	86	38	1
COV	25.5	1	50	53	1
CRNC	40.5	1	80	28	1
CVC	35.5	1	68	84	1
CXO	49.5	1	98	84	1
DASH	51	2	50	9	2
DAXT	45.5	3	22	18	3
DBC	6.5	1	12	9	1
DBET	57.5	2	62	66	2
DBIX	71	2	90	53	1
DCR	72	4	67	38	2
DERO	11.5	1	22	0	1
DIG	45.5	1	90	53	1
DNT	0.5	1	0	66	1
DOGE	35.5	1	68	38	1
DOT	11.5	1	22	9	1
DRGN	58.5	12	20	25	3
DXT	45.5	1	90	53	1
ECA	67	3	65	45	1
ECC	2	1	4	38	1
ELEC	43	1	86	84	1
ENG	32	2	12	25	2
EOS	44	5	6	46	5
EQL	11.5	1	22	0	1
ETH	59.5	39	20	52	21
ETH	11.5	1	22	0	1
EVX	58	3	47	18	2
EXC	68.5	3	68	27	3
FLEA	43	1	86	99	1
FOR	11.5	1	22	0	1
FOTA	50	1	99	91	1
FUN	57	2	62	53	2
GIN	64.5	6	42	36	2
GVT	50	1	99	91	1
HKN	50	4	22	82	3
HOT	40.5	1	80	76	1
HTB	68.5	2	86	53	1
ICX	63	4	48	90	4
IMPUY	11.5	1	22	0	1
INXT	85.5	5	89	63	3
IOST	43	3	12	76	3
IOTA	43	5	4	76	5
IPBC	48	1	95	98	1
KEC	73.5	7	58	28	1
KIN	40.5	1	80	66	1
KMD	32	2	12	76	1
KORE	45.5	1	90	53	1
LBC	35.5	1	68	38	1
LBC?	4.5	1	8	53	1
LEND	11.5	1	22	28	1
LGO	25.5	1	50	38	1
LINDA	64	5	45	66	1
LINK	49	1	97	76	1
LMC	11.5	1	22	0	1
LNS	25.5	1	50	53	1
LOOM	68.5	3	68	84	2
LTC	57.5	9	22	19	7
LTCBTC	25.5	1	50	20	1
LWF	35.5	1	68	91	1
MAID	37	2	22	0	1
MANA	11.5	1	22	20	1
MBC	0.5	1	0	66	1
MCO	25.5	1	50	9	1
MENLO	45.5	1	90	53	1
MORPH	25.5	1	50	28	1
MSP	1.5	1	3	95	1
MWAT	72	4	67	28	3
NANO	57	9	22	50	3
NAV	25.5	1	50	9	1
NBAI	1.5	1	3	93	1
NCASH	0.5	1	0	66	1
NEBL	52	5	22	34	3
NEO	68.5	7	48	64	4
NIHL	61	2	68	28	1
NLX	75	5	68	89	2
NOS	11.5	1	22	9	1
NYE	40.5	1	80	66	1
OCN	73.5	21	49	33	10
OKB	25.5	1	50	84	1
OPEN	68	2	80	65	2
OST	86.5	6	85	81	3
PASC	38	3	7	82	1
PCN	83	3	97	95	1
PHR	78	4	78	90	3
PIRL	45.5	1	90	95	1
POE	11.5	1	22	99	1
POSW	11.5	1	22	0	1
PRL	31.5	2	11	82	2
QASH	37	2	22	0	1
QSH	6.5	1	12	9	1
RDN	45.5	1	90	53	1
REL	45.5	1	90	53	1
REN	40.5	1	80	28	1
REP	4.5	1	8	20	1
RLC	82.5	7	76	64	2
RLT	6.5	1	12	76	1
RPX	68.5	3	68	66	1
RTO	25.5	1	50	9	1
SALT	35.5	1	68	53	1
SCRL	11.5	1	22	9	1
SCT	35.5	1	68	20	1
SEN	32	2	12	25	1
SENT	50	5	19	38	5
SHIFT	40.5	1	80	93	1
SHIP	48.5	4	19	93	4
SKY	77.5	6	68	34	4
SNM	49	1	97	76	1
SPX	11.5	1	22	0	1
SS	86	9	80	66	6
STORM	6.5	1	12	93	1
STRAT	60	13	22	46	5
SUICIDE	4.5	1	8	38	1
SWTH	6.5	1	12	91	1
TAU	26	2	0	66	2
TAY	11.5	1	22	0	1
TEL	65	2	78	84	2
TFD	25.5	1	50	66	1
THETA	61	2	68	38	1
TKY	40.5	1	80	95	1
TOMO	51	2	50	53	1
TRAC	40	3	12	35	1
TRIG	25.5	1	50	28	1
TROLL	28.5	2	5	76	1
TRX	80	41	60	64	15
TRY	11.5	1	22	38	1
TSC	65	2	78	47	2
TUBE	79	5	77	23	4
UBT	72.5	11	49	75	5
VEE	51	2	50	20	1
VEN	65	3	61	66	2
VIA	3.5	1	7	28	1
VRA	60	4	43	51	3
WABI	70.5	2	90	47	2
WAN	73.5	7	58	64	5
WAVES	79	9	65	50	4
WAX	11.5	1	22	9	1
WPR	57.5	2	62	25	2
WTI	11.5	1	22	76	1
XAP	6.5	1	12	9	1
XBY	25.5	1	50	9	1
XEM	47	2	43	9	2
XLM	47	5	12	36	3
XLQ	11.5	1	22	0	1
XLR	73	3	77	53	1
XMCC	48	1	95	66	1
XMN	66	2	80	89	1
XMR	58	3	47	37	3
XN	77.5	9	62	45	3
XPT	35.5	1	68	38	1
XPTX	47	2	43	8	1
XRB	11.5	1	22	0	1
XRH	74.5	7	60	83	3
XRP	70.5	5	59	38	5
XSN	88.5	8	86	84	3
XTL	81	12	65	44	4
XVG	58.5	22	18	74	9
XXX	4.5	1	8	53	1
XZC	28	2	5	76	2
ZCL	37	2	22	73	2
ZEC	48.5	8	5	51	6
ZEN	61	2	68	47	2
ZIL	63.5	5	45	49	4
ZPT	25.5	1	50	9	1
ZRX	72.5	34	46	35	13

The Influencers

Below are the original 40. I'll get around to adding the rest at some point, but you can find them all here.

@MagicPoopCannon	@CarpeNoctum	@CryptoChoe
@Crypto_Ed_NL	@Panama_TJ	@CryptoDonAlt
@CryptoHornHairs	@CryptoYoda1338	@Pacoiin
@cryptoSqueeze	@CryptoGat	@CryptoTutor
@Haejin_Crypto	@Anbessa100	@davidgokhshtein
@Crypto_Rand	@Crypto_Capone	@Socal_Crypto
@CryptoCred	@whatbitcoindid	@BigCheds
@VentureCoinist	@BigChonis	@RektCapital
@tehMoonwalker	@notsofast	@CryptOrca
@TheCryptoMonk	@TheBlond82	@CryptoWildWest
@HonestlyCrypto	@crypto_birb	@JewKorean
@cryptostaker	@cryptomocho	@cryptocobain
@CryptoTutor	@CryptoMichNL	@CryptoBulld0g

Who am I?

I'm an investigative data journalist during the day, and I've been looking for a way to cut through the noise and get a true sense of what some of the biggest crypto influencers are pushing toward and pulling away from.

Using a pseudonym here because I can't post about this shit on my verified accounts. I've become mildly obsessed with crypto and its constant stream of data and needed an outlet. So here I am.

What is this?

Each week, I scrape the Twitter accounts of some of the crypto world's favorite influencers, traders and TA folk. I run a sentiment analysis to see which coins they are mentioning positively, in a neutral way and which they are mentioning in a negative light.

I also take in data on unique influencers, retweets, favorites, volume and strength of feeling in sentiment.

I calculate power by through a weighted formula that takes into consideration both volume and sentiment. The higher the score, the better, the lower the worse.

This isn't financial advice, just my own way of trying to make sense of what's out there. And as with most things, the more data I collect, hopefully, the more interesting it'll be. This is a work in progress. Please leave suggestions on how to make it better. I imagine if I keep up with it, I'll be able to expand a bunch of the analysis, but I wanted to start somewhere.

Comments

[koinexap]

What happened to LUX?

[remystephens]

No one mentioned by name last week. Consider it neutral for the moment.

[greensmile]

XSN is a really serious project...